use async_trait::async_trait;
use systemprompt_models::wire::canonical::{
CanonicalContent, CanonicalRequest, CanonicalResponse, Role,
};
use super::{
Finding, PHASE_REQUEST, PHASE_REQUEST_HISTORY, PHASE_RESPONSE, SafetyScanner, Severity,
};
const JAILBREAK_PHRASES: &[&str] = &[
"ignore previous instructions",
"ignore all previous",
"disregard prior instructions",
"forget your instructions",
"you are now",
"act as dan",
"developer mode enabled",
"pretend you have no restrictions",
];
const EXCERPT_CAP: usize = 240;
#[derive(Debug, Clone, Copy, Default)]
pub struct HeuristicScanner;
#[async_trait]
impl SafetyScanner for HeuristicScanner {
fn name(&self) -> &'static str {
"heuristic"
}
async fn scan_request(&self, req: &CanonicalRequest) -> Vec<Finding> {
let mut findings = Vec::new();
if let Some(sys) = &req.system {
scan_text(PHASE_REQUEST, sys, &mut findings);
}
if let Some(text) = req.latest_message_text(Role::User) {
scan_text(PHASE_REQUEST, &text, &mut findings);
}
findings
}
async fn scan_request_history(&self, req: &CanonicalRequest) -> Vec<Finding> {
let mut findings = Vec::new();
for unit in history_units(req) {
scan_text(PHASE_REQUEST_HISTORY, &unit, &mut findings);
}
findings
}
async fn scan_response_final(&self, response: &CanonicalResponse) -> Vec<Finding> {
let mut text = String::new();
for part in &response.content {
if let CanonicalContent::Text(t) = part {
text.push_str(t);
text.push('\n');
}
}
let mut findings = Vec::new();
scan_text(PHASE_RESPONSE, &text, &mut findings);
findings
}
}
fn history_units(req: &CanonicalRequest) -> Vec<String> {
let mut units = req.message_units();
if req.system.is_some() && !units.is_empty() {
units.remove(0);
}
if let Some(newest) = req.latest_message_text(Role::User)
&& units.last() == Some(&newest)
{
units.pop();
}
units
}
fn scan_text(phase: &'static str, text: &str, out: &mut Vec<Finding>) {
let lower = text.to_ascii_lowercase();
for phrase in JAILBREAK_PHRASES {
if let Some(idx) = lower.find(phrase) {
let end = (idx + phrase.len() + 80).min(text.len());
let start = idx.saturating_sub(40);
let excerpt = text[start..end]
.chars()
.take(EXCERPT_CAP)
.collect::<String>();
out.push(Finding {
phase,
severity: Severity::Medium,
category: "jailbreak".to_owned(),
excerpt: Some(excerpt),
scanner: "heuristic",
});
}
}
if detect_email(text) {
out.push(Finding {
phase,
severity: Severity::Low,
category: "pii_email".to_owned(),
excerpt: None,
scanner: "heuristic",
});
}
if detect_credit_card(text) {
out.push(Finding {
phase,
severity: Severity::High,
category: "pii_credit_card".to_owned(),
excerpt: None,
scanner: "heuristic",
});
}
}
fn detect_email(text: &str) -> bool {
let bytes = text.as_bytes();
let mut i = 0;
while i < bytes.len() {
if bytes[i] == b'@' {
let before = bytes[..i]
.iter()
.rev()
.take_while(|b| b.is_ascii_alphanumeric() || matches!(b, b'.' | b'_' | b'+' | b'-'))
.count();
let after = bytes[i + 1..]
.iter()
.take_while(|b| b.is_ascii_alphanumeric() || matches!(b, b'.' | b'-'))
.count();
if before >= 2 && after >= 4 && bytes[i + 1..i + 1 + after].contains(&b'.') {
return true;
}
}
i += 1;
}
false
}
fn detect_credit_card(text: &str) -> bool {
let mut run = String::new();
for ch in text.chars() {
if ch.is_ascii_digit() {
run.push(ch);
continue;
}
if matches!(ch, ' ' | '-') && !run.is_empty() {
continue;
}
if luhn_run(&run) {
return true;
}
run.clear();
}
luhn_run(&run)
}
fn luhn_run(run: &str) -> bool {
run.as_bytes().windows(16).any(luhn_16)
}
fn luhn_16(window: &[u8]) -> bool {
let mut sum = 0i32;
for (i, b) in window.iter().rev().enumerate() {
let mut d = i32::from(b - b'0');
if i % 2 == 1 {
d *= 2;
if d > 9 {
d -= 9;
}
}
sum += d;
}
sum % 10 == 0
}