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From the 5 of 68 papers with an AI index.
76 citations
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- Stanford UniversityUS6 papers
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Showing cs.CRShow all
3 papers · 1 filter
cs.CR2026
Detecting Safety Training Modification in Language Models via Activation Analysis
Glen Messenger
We introduce AMS (Activation-based Model Scanner), a tool that detects modifications to safety training in language models by measuring the geometric structure of safety-relevant c…
cs.CR2026★ 1 cited
How to DP-fy Your Data: A Practical Guide to Generating Synthetic Data With Differential Privacy
Natalia Ponomareva, Zheng Xu, H. Brendan McMahan +12
High quality data is needed to unlock the full potential of AI for end users. However finding new sources of such data is getting harder: most publicly-available human generated da…
cs.CR2026
Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI
Kiarash Ahi, Vaibhav Agrawal, Saeed Valizadeh
As AI shifts from human-in-the-loop interfaces to autonomous multi-agent systems capable of real-time code execution and tool integration through protocols like the Model Context P…