Track papers across labs, topics, and trends.
Search papers, labs, and topics across Lattice.
2
0
3
Standard static analysis tools like CodeQL and Semgrep missed 100% of ground-truth autonomous vehicle software flaws that LLMs detected at a 76% rate, proving that LLMs excel at domain-specific cyber-physical logic bugs where rule-based methods entirely fail.
SLMs can match the performance of LLMs in detecting GNSS spoofing while being significantly more efficient for real-time applications in autonomous vehicles.