Python · GPL-3.0
Tzohar/PassLLM
World's most accurate password guessing AI tool. A PyTorch implementation of PassLLM (USENIX 2025) that leverages PII and LoRA fine-tuning to outperform existing tools by over 45% on consumer hardware.
★ 130
Stars
22 forks · 2 open issues
+1.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
14.0
Momentum / 100
see the breakdown below
10mo ago
Created
last push 3mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 1.1 | +1.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.46× the monthly pace |
| Freshness | 15 | 6.8 | last push 3mo ago; decays to zero at 180 days |
| Scale | 15 | 6.1 | 130 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 14.0 | sum of the above |
Detail
| Topics | aiartificial-intelligencedeep-learninggenerative-aihackinghashcatllmloramachine-learningnlposintpasswordpassword-recoverypentestingpythonpytorchredteamsecuritytransformers |
| Matched on | Security (pentesting) |
| Short window | +1 stars over 7 days = 0.1/day |
| Long window | +8 stars over 26 days = 0.3/day |
| Lifetime average | 0.43 stars/day over 302 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |