Alsharif Abuadbba
3 indexed papers
Recent (6 mo)
3With code
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0Publications per year
326
Top categories
Crypto×2Sound×1AI×1
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Research Timeline
2026
Five Queries Are Enough: Query-Efficient and Surrogate-Free Membership Inference Attacks on RAG via Entailment
The paper introduces MEntA, a highly query-efficient and surrogate-free membership inference attack that uses natural-language entailment to detect if a specific document was used by a RAG system, achieving high accuracy with only five queries.
APT-Agent: Automated Penetration Testing using Large Language Models
The paper introduces APT-Agent, an automated LLM-driven framework that significantly improves penetration testing success rates by mitigating LLM hallucinations and maintaining long-term operational context.
GRIDEX: Grid-Grounded Forensic Explanations for Deepfake Spectrogram Analysis
This paper proposes GRIDEX, a pipeline that generates forensic explanations of deepfake spectrogram anomalies.
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