2 papers
cs.CR2026
Billion-Scale Nearest-Neighbor Search under Fully Homomorphic Encryption on a Single GPU, Balancing Leakage and Cost
Isamu Isozaki, Madison Bratina, Edward Kim
We build a system that answers "which database vectors are most similar to my query?" without the server ever seeing the query. The query is encrypted with fully homomorphic en- cr…
cs.CR2025
Towards Automated Penetration Testing: Introducing LLM Benchmark, Analysis, and Improvements
Isamu Isozaki, Manil Shrestha, Rick Console +1
Hacking poses a significant threat to cybersecurity, inflicting billions of dollars in damages annually. To mitigate these risks, ethical hacking, or penetration testing, is employ…