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Block basic absuive SD prompts
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Brandon Thomas committed
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+37
-4
@@ -2978,7 +2978,7 @@ dependencies = [
|
||||
"serde",
|
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"serde_derive",
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"serde_json",
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"speculoos",
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"speculoos 0.9.0",
|
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]
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|
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[[package]]
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@@ -4128,13 +4128,27 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "4703ad64153382334aa8db57c637364c322d3372e097840c72000dabdcf6156e"
|
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dependencies = [
|
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"num-bigint 0.1.44",
|
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"num-complex",
|
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"num-complex 0.1.43",
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"num-integer",
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"num-iter",
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"num-rational 0.1.42",
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"num-traits",
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]
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[[package]]
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name = "num"
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version = "0.4.1"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "b05180d69e3da0e530ba2a1dae5110317e49e3b7f3d41be227dc5f92e49ee7af"
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dependencies = [
|
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"num-bigint 0.4.4",
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"num-complex 0.4.5",
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"num-integer",
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"num-iter",
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"num-rational 0.4.1",
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"num-traits",
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]
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[[package]]
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name = "num-bigint"
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version = "0.1.44"
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@@ -4185,6 +4199,15 @@ dependencies = [
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"rustc-serialize",
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]
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[[package]]
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name = "num-complex"
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version = "0.4.5"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "23c6602fda94a57c990fe0df199a035d83576b496aa29f4e634a8ac6004e68a6"
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dependencies = [
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"num-traits",
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]
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[[package]]
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name = "num-integer"
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version = "0.1.45"
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@@ -4225,6 +4248,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "0638a1c9d0a3c0914158145bc76cff373a75a627e6ecbfb71cbe6f453a5a19b0"
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dependencies = [
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"autocfg",
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"num-bigint 0.4.4",
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"num-integer",
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"num-traits",
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]
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@@ -6006,7 +6030,16 @@ version = "0.9.0"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "0bcff6a72e2ddfb09ce0064568857e70d3cf6f4342244ebb1f84fa6f89b16c26"
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dependencies = [
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"num",
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"num 0.1.42",
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]
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[[package]]
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name = "speculoos"
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version = "0.11.0"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "65881c9270d6157f30a09233305da51bed97eef9192d0ea21e57b1c8f05c3620"
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dependencies = [
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"num 0.4.1",
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]
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[[package]]
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@@ -6368,7 +6401,7 @@ dependencies = [
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"serde_json",
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"server_environment",
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"sha2 0.9.9",
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"speculoos",
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"speculoos 0.11.0",
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"sqlx",
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"strum",
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"symphonia",
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@@ -176,6 +176,6 @@ http = "0.2.11"
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diesel = { version = "2.1.3", features = ["mysql"] }
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[dev-dependencies]
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speculoos = "0.9.0" # Fluent assertions
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speculoos = "0.11.0" # Fluent assertions
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strum = { version = "0.25", features = ["derive"] }
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+11
-2
@@ -13,6 +13,7 @@ use log::warn;
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use serde::Deserialize;
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use serde::Serialize;
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use utoipa::ToSchema;
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use web::Data;
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use enums::by_table::generic_inference_jobs::inference_category::InferenceCategory;
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use enums::by_table::generic_inference_jobs::inference_job_type::InferenceJobType;
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@@ -39,6 +40,7 @@ use crate::configs::plans::get_correct_plan_for_session::get_correct_plan_for_se
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use crate::http_server::web_utils::response_error_helpers::to_simple_json_error;
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use crate::server_state::ServerState;
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use crate::util::allowed_studio_access::allowed_studio_access;
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use crate::util::classify_prompt::classify_prompt;
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use crate::validations::validate_idempotency_token_format::validate_idempotency_token_format;
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/// Debug requests can get routed to special "debug-only" workers, which can
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@@ -189,8 +191,8 @@ impl Display for EnqueueImageGenRequestError {
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)]
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pub async fn enqueue_image_generation_request(
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http_request: HttpRequest,
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request: web::Json<EnqueueImageGenRequest>,
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server_state: web::Data<Arc<ServerState>>
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request: Json<EnqueueImageGenRequest>,
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server_state: Data<Arc<ServerState>>
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) -> Result<HttpResponse, EnqueueImageGenRequestError> {
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let inference_mode = inference_mode_from_http_request(&http_request)
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@@ -488,6 +490,13 @@ fn validate_request(
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return Err(EnqueueImageGenRequestError::BadInput("Missing Model Upload Path".to_string()));
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}
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if let Some(prompt) = request.maybe_prompt.as_deref() {
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let classification = classify_prompt(prompt);
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if classification.is_child_abuse() {
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return Err(EnqueueImageGenRequestError::BadInput("Abusive prompt detected".to_string()));
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}
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}
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Ok(())
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}
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@@ -0,0 +1,168 @@
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use std::collections::HashSet;
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use once_cell::sync::Lazy;
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use regex::Regex;
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const CHILD_TERMS : &str = include_str!("../../../../../../includes/binary_includes/dictionary_children_terms.txt");
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const SEX_TERMS : &str = include_str!("../../../../../../includes/binary_includes/dictionary_sex_terms.txt");
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/// Classification of a text prompt
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pub struct PromptClassification {
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pub prompt_references_children: bool,
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pub prompt_references_sex: bool,
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pub prompt_references_violence: bool,
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pub prompt_references_racism: bool,
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}
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impl PromptClassification {
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pub fn is_abusive(&self) -> bool {
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self.prompt_references_racism || self.is_child_abuse()
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}
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pub fn is_child_abuse(&self) -> bool {
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self.prompt_references_children && ( self.prompt_references_sex || self.prompt_references_violence )
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}
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}
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pub fn classify_prompt(text_prompt: &str) -> PromptClassification {
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let prompt_tokens = text_prompt.split_whitespace()
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.map(|term| term.trim().to_lowercase())
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.map(|term| term.chars().filter(|c| c.is_alphanumeric()).collect::<String>())
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.collect::<Vec<String>>();
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let prompt_references_children = references_children(&prompt_tokens);
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let prompt_references_sex = references_sex(&prompt_tokens);
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let prompt_references_violence = references_violence(&prompt_tokens);
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let prompt_references_racism = references_racism(&prompt_tokens);
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PromptClassification {
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prompt_references_children,
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prompt_references_sex,
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prompt_references_violence,
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prompt_references_racism,
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}
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}
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const CHILD_TERM_DICTIONARY : Lazy<HashSet<String>> = Lazy::new(|| {
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CHILD_TERMS.lines()
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.map(|line| line.trim().to_lowercase())
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.filter(|line| !line.is_empty() && !line.starts_with("#"))
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.collect::<HashSet<String>>()
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});
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const SEX_TERM_DICTIONARY : Lazy<HashSet<String>> = Lazy::new(|| {
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SEX_TERMS.lines()
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.map(|line| line.trim().to_lowercase())
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.filter(|line| !line.is_empty() && !line.starts_with("#"))
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.collect::<HashSet<String>>()
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});
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fn references_children(prompt_tokens: &[String]) -> bool {
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prompt_tokens.iter().any(|term| CHILD_TERM_DICTIONARY.contains(term))
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}
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fn references_sex(prompt_tokens: &[String]) -> bool {
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prompt_tokens.iter().any(|term| SEX_TERM_DICTIONARY.contains(term))
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}
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fn references_violence(prompt_tokens: &[String]) -> bool {
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// TODO(bt,2024-02-19): Need to implement
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false
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}
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fn references_racism(prompt_tokens: &[String]) -> bool {
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// TODO(bt,2024-02-19): Need to implement
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false
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}
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#[cfg(test)]
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mod tests {
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use crate::util::classify_prompt::classify_prompt;
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use speculoos::asserting;
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#[test]
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fn test_bad_user_csam_prompts() {
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// These were actual prompts from several bad actors (username "ElFabro17", "markiwrench")
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// These need to be blocked.
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let prompts = [
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"A beautiful blonde girl of 13 years old with blue eyes.She's naked ,showing her private parts ",
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"A blonde girl of 13 years old with blue eyes.She's naked ,showing her private parts. I'm fucking her now",
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"A blonde girl of 13 years old with blue eyes.She's naked ,showing her tits and ass",
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"Boy jerking off",
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"loli butt panties",
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"loli n@ked",
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"loli on knees, back side view, feet, butt, pink panties on.",
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"loli p00ping in toilet",
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"loli sitting on toilet",
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"loli skirt cute upskirt pink panties",
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"loli",
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"male kid in underwear, big butt",
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"young boy in underwear, front view, bulge in underwear",
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"young boy p3nis",
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"young girl butt, pooping on bed",
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"young loli butt, 13 years old",
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];
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for prompt in prompts {
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let classification = classify_prompt(prompt);
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asserting(&format!("is abusive - prompt: {}", prompt))
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.that(&classification.is_abusive())
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.is_equal_to(true);
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asserting(&format!("is child abuse - prompt: {}", prompt))
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.that(&classification.is_child_abuse())
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.is_equal_to(true);
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}
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}
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#[test]
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fn borderline_cases() {
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// These are actual user prompts that use borderline language, but are safe
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let prompts = [
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"girl in a strapless dress in a feald of flower",
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];
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for prompt in prompts {
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let classification = classify_prompt(prompt);
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assert!(!classification.is_abusive());
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assert!(!classification.is_child_abuse());
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}
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}
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#[test]
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fn permissable_nsfw() {
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// We're allowing NSFW for now, but this may change
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// These may not be underage or illegal
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let prompts = [
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"Hot naked anime maids",
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"Naked, cute, hot, nice boobs",
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];
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for prompt in prompts {
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let classification = classify_prompt(prompt);
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assert!(!classification.is_abusive());
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assert!(!classification.is_child_abuse());
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}
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}
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#[test]
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fn okay_cases() {
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// These are actual user prompts that use borderline language, but are safe
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let prompts = [
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"Maid with the prince standing next to her",
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"boy with black and blue hair in a red shirt and jeans happy",
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"girl in a prom dress crying in the rain",
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"girl teen in a dress with horns and a tail in a feald of flowers",
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"girl with bloned hair wering a light blue dress whell drawing with a boy with black hair wering a red shirt siting nex to her",
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"girl with horns and a tail that has durdyblond hair wereing a pink sweter and riped jeans",
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];
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for prompt in prompts {
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let classification = classify_prompt(prompt);
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assert!(!classification.is_abusive());
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assert!(!classification.is_child_abuse());
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}
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}
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}
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@@ -2,4 +2,5 @@ pub mod allowed_studio_access;
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pub mod delete_role_disambiguation;
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pub mod encrypted_sort_id;
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pub mod placeholder_images;
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pub mod troll_user_bans;
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pub mod troll_user_bans;
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pub mod classify_prompt;
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@@ -0,0 +1,24 @@
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1boy
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1girl
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baby
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boy
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brat
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child
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daughter
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girl
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juvenile
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kid
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kiddie
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loli
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lolicon
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minor
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offspring
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pedo
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pubescent
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son
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toddler
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tot
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tyke
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young
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youngster
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youth
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@@ -0,0 +1,587 @@
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# Other words we've uncovered from users
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butt
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butts
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loli
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n@ked
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p3nis
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private
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underwear
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upskirt
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# Adapted from:
|
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# https://github.com/snguyenthanh/better_profanity/blob/master/better_profanity/profanity_wordlist.txt
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anal
|
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anus
|
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areole
|
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arrse
|
||||
arse
|
||||
arsehole
|
||||
asanchez
|
||||
ass
|
||||
assbang
|
||||
assbanged
|
||||
asses
|
||||
assfuck
|
||||
assfucker
|
||||
assfukka
|
||||
asshole
|
||||
assmunch
|
||||
asswhole
|
||||
autoerotic
|
||||
ballsack
|
||||
bdsm
|
||||
beastial
|
||||
beastiality
|
||||
bestial
|
||||
bestiality
|
||||
bimbo
|
||||
bimbos
|
||||
bitch
|
||||
bitches
|
||||
bitching
|
||||
blowjob
|
||||
blowjobs
|
||||
bondage
|
||||
boner
|
||||
boob
|
||||
boobs
|
||||
booobs
|
||||
boooobs
|
||||
booooobs
|
||||
booooooobs
|
||||
booty
|
||||
bootycall
|
||||
breasts
|
||||
bukake
|
||||
bukkake
|
||||
bullshit
|
||||
busty
|
||||
butthole
|
||||
cawk
|
||||
clit
|
||||
clitoris
|
||||
clits
|
||||
cock
|
||||
cockface
|
||||
cockhead
|
||||
cockmunch
|
||||
cockmuncher
|
||||
cocks
|
||||
cocksuck
|
||||
cocksucked
|
||||
cocksucker
|
||||
cocksucking
|
||||
cocksucks
|
||||
cokmuncher
|
||||
crotch
|
||||
cum
|
||||
cuming
|
||||
cummer
|
||||
cumming
|
||||
cums
|
||||
cumshot
|
||||
cunilingus
|
||||
cunillingus
|
||||
cunnilingus
|
||||
cunt
|
||||
cuntlicker
|
||||
cuntlicking
|
||||
cunts
|
||||
deepthroat
|
||||
dick
|
||||
dickhead
|
||||
dildo
|
||||
dildos
|
||||
dogfucker
|
||||
doggiestyle
|
||||
doggin
|
||||
dogging
|
||||
doggy
|
||||
doggystyle
|
||||
dong
|
||||
donkeyribber
|
||||
douche
|
||||
dyke
|
||||
dykes
|
||||
eatadick
|
||||
ejaculate
|
||||
ejaculated
|
||||
ejaculates
|
||||
ejaculating
|
||||
ejaculatings
|
||||
ejaculation
|
||||
ejakulate
|
||||
enlargement
|
||||
erect
|
||||
erection
|
||||
erotic
|
||||
erotism
|
||||
facial
|
||||
fag
|
||||
fagg
|
||||
fagged
|
||||
fagging
|
||||
faggit
|
||||
faggitt
|
||||
faggot
|
||||
faggs
|
||||
fagot
|
||||
fagots
|
||||
fags
|
||||
fanny
|
||||
fannybandit
|
||||
fannyflaps
|
||||
fannyfucker
|
||||
fanyy
|
||||
fcuk
|
||||
fcuker
|
||||
fcuking
|
||||
felch
|
||||
felcher
|
||||
felching
|
||||
fellate
|
||||
fellatio
|
||||
feltch
|
||||
feltcher
|
||||
femdom
|
||||
fingerfuck
|
||||
fingerfucked
|
||||
fingerfucker
|
||||
fingerfuckers
|
||||
fingerfucking
|
||||
fingerfucks
|
||||
fingering
|
||||
fisted
|
||||
fistfuck
|
||||
fistfucked
|
||||
fistfucker
|
||||
fistfuckers
|
||||
fistfucking
|
||||
fistfuckings
|
||||
fistfucks
|
||||
fisting
|
||||
floozy
|
||||
fondle
|
||||
footjob
|
||||
foreskin
|
||||
fuck
|
||||
fucka
|
||||
fuckass
|
||||
fuckbitch
|
||||
fucked
|
||||
fucker
|
||||
fuckers
|
||||
fuckface
|
||||
fuckhead
|
||||
fuckheads
|
||||
fuckhole
|
||||
fuckin
|
||||
fucking
|
||||
fuckings
|
||||
fuckingshitmotherfucker
|
||||
fuckme
|
||||
fuckmeat
|
||||
fucknugget
|
||||
fucknut
|
||||
fuckoff
|
||||
fuckpuppet
|
||||
fucks
|
||||
fucktard
|
||||
fucktoy
|
||||
fucktrophy
|
||||
fuckup
|
||||
fuckwad
|
||||
fuckwhit
|
||||
fuckwit
|
||||
fuckyomama
|
||||
fudgepacker
|
||||
fuk
|
||||
fuker
|
||||
fukker
|
||||
fukkin
|
||||
fukking
|
||||
fuks
|
||||
fukwhit
|
||||
fukwit
|
||||
futanari
|
||||
futanary
|
||||
fux
|
||||
gangbang
|
||||
gangbanged
|
||||
gangbangs
|
||||
gassyass
|
||||
gaysex
|
||||
gigolo
|
||||
glans
|
||||
goatse
|
||||
goldenshower
|
||||
gonad
|
||||
gonads
|
||||
gspot
|
||||
hamflap
|
||||
handjob
|
||||
hardcoresex
|
||||
hardon
|
||||
hentai
|
||||
homoerotic
|
||||
hooch
|
||||
hookah
|
||||
hooker
|
||||
hooter
|
||||
hooters
|
||||
horniest
|
||||
horny
|
||||
hotsex
|
||||
hump
|
||||
humped
|
||||
humping
|
||||
hymen
|
||||
inbred
|
||||
incest
|
||||
jackhole
|
||||
jackoff
|
||||
jerked
|
||||
jerking
|
||||
jerkoff
|
||||
jism
|
||||
jiz
|
||||
jizm
|
||||
jizz
|
||||
jizzed
|
||||
kawk
|
||||
kinky
|
||||
kock
|
||||
kondum
|
||||
kondums
|
||||
kooch
|
||||
kooches
|
||||
kootch
|
||||
kum
|
||||
kummer
|
||||
kumming
|
||||
kums
|
||||
kunilingus
|
||||
labia
|
||||
lesbians
|
||||
lesbo
|
||||
lesbos
|
||||
lezbian
|
||||
lezbians
|
||||
lezbo
|
||||
lezbos
|
||||
lezzie
|
||||
lezzies
|
||||
lezzy
|
||||
loin
|
||||
loins
|
||||
lube
|
||||
lust
|
||||
lusting
|
||||
lusty
|
||||
m-fucking
|
||||
masochist
|
||||
masterb8
|
||||
masterbate
|
||||
masterbating
|
||||
masterbation
|
||||
masterbations
|
||||
masturbate
|
||||
masturbating
|
||||
masturbation
|
||||
maxi
|
||||
menses
|
||||
menstruate
|
||||
menstruation
|
||||
milf
|
||||
molest
|
||||
mothafuck
|
||||
mothafucka
|
||||
mothafuckas
|
||||
mothafuckaz
|
||||
mothafucked
|
||||
mothafucker
|
||||
mothafuckers
|
||||
mothafuckin
|
||||
mothafucking
|
||||
mothafuckings
|
||||
mothafucks
|
||||
motherfuck
|
||||
motherfucka
|
||||
motherfucked
|
||||
motherfucker
|
||||
motherfuckers
|
||||
motherfuckin
|
||||
motherfucking
|
||||
motherfuckings
|
||||
motherfuckka
|
||||
motherfucks
|
||||
mtherfucker
|
||||
mthrfucker
|
||||
mthrfucking
|
||||
muff
|
||||
muffdiver
|
||||
muffpuff
|
||||
muthafecker
|
||||
muthafuckaz
|
||||
muthafucker
|
||||
muthafuckker
|
||||
mutherfucker
|
||||
mutherfucking
|
||||
muthrfucking
|
||||
naked
|
||||
nipple
|
||||
nipples
|
||||
nude
|
||||
nudes
|
||||
nutsack
|
||||
nympho
|
||||
oral
|
||||
orally
|
||||
organ
|
||||
orgasim
|
||||
orgasims
|
||||
orgasm
|
||||
orgasmic
|
||||
orgasms
|
||||
orgies
|
||||
orgy
|
||||
ovary
|
||||
ovum
|
||||
ovums
|
||||
pantie
|
||||
panties
|
||||
panty
|
||||
pastie
|
||||
pasty
|
||||
pecker
|
||||
pedo
|
||||
pedophile
|
||||
pedophilia
|
||||
pedophiliac
|
||||
pee
|
||||
peepee
|
||||
penetrate
|
||||
penetration
|
||||
penial
|
||||
penile
|
||||
penis
|
||||
penisfucker
|
||||
perversion
|
||||
phalli
|
||||
phallic
|
||||
phonesex
|
||||
phuck
|
||||
phuk
|
||||
phuked
|
||||
phuking
|
||||
phukked
|
||||
phukking
|
||||
phuks
|
||||
phuq
|
||||
pigfucker
|
||||
pimp
|
||||
pimpis
|
||||
piss
|
||||
pisser
|
||||
pissers
|
||||
pisses
|
||||
pissflaps
|
||||
pissin
|
||||
pissing
|
||||
pissoff
|
||||
playboy
|
||||
pms
|
||||
poon
|
||||
poontang
|
||||
poop
|
||||
porn
|
||||
porno
|
||||
pornography
|
||||
pornos
|
||||
potty
|
||||
prick
|
||||
pricks
|
||||
pron
|
||||
prostitute
|
||||
prude
|
||||
pube
|
||||
pubic
|
||||
pubis
|
||||
pusse
|
||||
pussi
|
||||
pussies
|
||||
pussy
|
||||
pussyfart
|
||||
pussypalace
|
||||
pussypounder
|
||||
pussys
|
||||
queaf
|
||||
queef
|
||||
queer
|
||||
quicky
|
||||
quim
|
||||
racy
|
||||
rape
|
||||
raped
|
||||
raper
|
||||
raping
|
||||
rapist
|
||||
raunch
|
||||
rectal
|
||||
rectum
|
||||
rectus
|
||||
rimjob
|
||||
rimming
|
||||
rump
|
||||
rumprammer
|
||||
sadism
|
||||
sadist
|
||||
sausagequeen
|
||||
scantily
|
||||
schlong
|
||||
screw
|
||||
screwed
|
||||
screwing
|
||||
scrote
|
||||
scrotum
|
||||
seamen
|
||||
seduce
|
||||
semen
|
||||
sex
|
||||
sexual
|
||||
shag
|
||||
shagger
|
||||
shaggin
|
||||
shagging
|
||||
shamedame
|
||||
shemale
|
||||
shibari
|
||||
shibary
|
||||
shit
|
||||
shitdick
|
||||
shite
|
||||
shiteater
|
||||
shited
|
||||
shitey
|
||||
shitface
|
||||
shitfuck
|
||||
shitfucker
|
||||
shitfull
|
||||
shithead
|
||||
shithole
|
||||
shithouse
|
||||
shiting
|
||||
shitings
|
||||
shits
|
||||
shitt
|
||||
shitted
|
||||
shitter
|
||||
shitters
|
||||
shitting
|
||||
shittings
|
||||
shitty
|
||||
shota
|
||||
sissy
|
||||
skag
|
||||
skank
|
||||
sleaze
|
||||
sleazy
|
||||
slut
|
||||
slutbucket
|
||||
slutdumper
|
||||
slutkiss
|
||||
sluts
|
||||
smegma
|
||||
smut
|
||||
smutty
|
||||
snatch
|
||||
snuff
|
||||
sodom
|
||||
sperm
|
||||
spooge
|
||||
spunk
|
||||
steamy
|
||||
stiffy
|
||||
strip
|
||||
stripclub
|
||||
stroke
|
||||
suck
|
||||
sucked
|
||||
sucking
|
||||
sumofabiatch
|
||||
tampon
|
||||
teabagging
|
||||
teat
|
||||
teets
|
||||
teste
|
||||
testee
|
||||
testes
|
||||
testical
|
||||
testicle
|
||||
testis
|
||||
threesome
|
||||
throating
|
||||
thrust
|
||||
tinkle
|
||||
tit
|
||||
titfuck
|
||||
titi
|
||||
tits
|
||||
titt
|
||||
tittiefucker
|
||||
titties
|
||||
titty
|
||||
tittyfuck
|
||||
tittyfucker
|
||||
tittywank
|
||||
titwank
|
||||
tramp
|
||||
transsexual
|
||||
trashy
|
||||
tubgirl
|
||||
turd
|
||||
twat
|
||||
twathead
|
||||
twats
|
||||
twatty
|
||||
twunt
|
||||
twunter
|
||||
undies
|
||||
urinal
|
||||
urine
|
||||
uterus
|
||||
vag
|
||||
vagina
|
||||
virgin
|
||||
vixen
|
||||
vomit
|
||||
voyeur
|
||||
vulgar
|
||||
vulva
|
||||
wang
|
||||
wank
|
||||
wanker
|
||||
wanky
|
||||
weenie
|
||||
weewee
|
||||
weiner
|
||||
wench
|
||||
whoar
|
||||
whoralicious
|
||||
whore
|
||||
whorealicious
|
||||
whored
|
||||
whoreface
|
||||
whorehopper
|
||||
whorehouse
|
||||
whores
|
||||
whoring
|
||||
willies
|
||||
willy
|
||||
womb
|
||||
woody
|
||||
xx
|
||||
xxx
|
||||
yaoi
|
||||
yuri
|
||||
yury
|
||||
Reference in new issue
Block a user