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  1. PINSIGHT: A Comprehensive Threat Exploration of Domain-Adaptive Wi-Fi based PIN Code Inference

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  2. Pen-Strategist: A Reasoning Framework for Penetration Testing Strategy Formation and Analysis

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  3. An Evaluation of Chat Safety Moderations in Roblox

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  4. Order Flow Exclusivity and Value Extraction Mechanisms: An Analysis of Ethereum Builder Centralization

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  5. Misrouter: Exploiting Routing Mechanisms for Input-Only Attacks on Mixture-of-Experts LLMs

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  6. Assessing Generalisation Capability of Machine Learning Models for Intrusion Detection

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  7. SWAN: Semantic Watermarking with Abstract Meaning Representation

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  8. Patch2Vuln: Agentic Reconstruction of Vulnerabilities from Linux Distribution Binary Patches

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  9. FedAttr: Towards Privacy-preserving Client-Level Attribution in Federated LLM Fine-tuning

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  10. On the Security of Research Artifacts

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  11. PACZero: PAC-Private Fine-Tuning of Language Models via Sign Quantization

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  12. Privacy by Postprocessing the Discrete Laplace Mechanism

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  13. Autonomous Adversary: Red-Teaming in the age of LLM

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  14. Pop Quiz Attack: Black-box Membership Inference Attacks Against Large Language Models

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  15. Constraining Host-Level Abuse in Self-Hosted Computer-Use Agents via TEE-Backed Isolation

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  16. Fine-Tuning Small Language Models for Solution-Oriented Windows Event Log Analysis

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  17. Gaming the Metric, Not the Harm: Certifying Safety Audits against Strategic Platform Manipulation

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  18. Trade-off Functions for DP-SGD with Subsampling based on Random Shuffling: Tight Upper and Lower Bounds

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  19. Profiling for Pennies: Unveiling the Privacy Iceberg of LLM Agents

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  20. ClawGuard: Out-of-Band Detection of LLM Agent Workflow Hijacking via EM Side Channel

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