VulnLens uses structured explanations for binary vuln detection
On a 526-function PrimeVul test set it reported 75.5% accuracy and 77.2% F1, ahead of DeepSeek V4 Pro and Gemini 2.5 Pro on those metrics.
On a 526-function PrimeVul test set it reported 75.5% accuracy and 77.2% F1, ahead of DeepSeek V4 Pro and Gemini 2.5 Pro on those metrics.
D-RAC converts enterprise documents into retrieval-ready Markdown chunks, cutting chunking tokens 95.7% versus agentic methods.
ALIBI embeds fake benign-narrative sections into binaries, flipping 30 of 35 malware samples to benign verdicts on Gemini 2.5 Pro.
Google Research and partners introduce ToolGrad, a verified tool-chain-first data generation framework reaching 99.8% pass rate and boosting Gemma-3-12B to 83.1 on BFCL.
Entities are extracted by the model from each article. First seen , last mentioned . Watching keeps it in this browser only (no account); the watchlist page and dashboard alerts use it.
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