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

    Published in ArXiv cs.CR Recent Papers (2026)
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    Gaming the Metric, Not the Harm: Certifying Safety Audits against Strategic Platform Manipulation

    Published in ArXiv cs.CR Recent Papers (2026)
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    Trade-off Functions for DP-SGD with Subsampling based on Random Shuffling: Tight Upper and Lower Bounds

    Published in ArXiv cs.CR Recent Papers (2026)
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    Profiling for Pennies: Unveiling the Privacy Iceberg of LLM Agents

    Published in ArXiv cs.CR Recent Papers (2026)
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    ClawGuard: Out-of-Band Detection of LLM Agent Workflow Hijacking via EM Side Channel

    Published in ArXiv cs.CR Recent Papers (2026)
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    Stateful Agent Backdoor

    Published in ArXiv cs.CR Recent Papers (2026)
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    Secure Seed-Based Multi-bit Watermarking for Diffusion Models from First Principles

    Published in ArXiv cs.CR Recent Papers (2026)
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    Safety Anchor: Defending Harmful Fine-tuning via Geometric Bottlenecks

    Published in ArXiv cs.CR Recent Papers (2026)
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    PragLocker: Protecting Agent Intellectual Property in Untrusted Deployments via Non-Portable Prompts

    Published in ArXiv cs.CR Recent Papers (2026)
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    Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows

    Published in ArXiv cs.CR Recent Papers (2026)
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    Backdoor Mitigation in Object Detection via Adversarial Fine-Tuning

    Published in ArXiv cs.CR Recent Papers (2026)
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    ActiveFlowMark: Assessing Tor Anonymity under Active Bandwidth Watermarking

    Published in ArXiv cs.CR Recent Papers (2026)
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    SkillScope: Toward Fine-Grained Least-Privilege Enforcement for Agent Skills

    Published in ArXiv cs.CR Recent Papers (2026)
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    LoopTrap: Termination Poisoning Attacks on LLM Agents

    Published in ArXiv cs.CR Recent Papers (2026)
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    LeakDojo: Decoding the Leakage Threats of RAG Systems

    Published in ArXiv cs.CR Recent Papers (2026)
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    EMO: Pretraining Mixture of Experts for Emergent Modularity

    Published in ArXiv cs.CL Recent Papers (2026)
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    Beyond Negative Rollouts: Positive-Only Policy Optimization with Implicit Negative Gradients

    Published in ArXiv cs.CL Recent Papers (2026)
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    StraTA: Incentivizing Agentic Reinforcement Learning with Strategic Trajectory Abstraction

    Published in ArXiv cs.CL Recent Papers (2026)
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    Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key

    Published in ArXiv cs.CL Recent Papers (2026)
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    Cited but Not Verified: Parsing and Evaluating Source Attribution in LLM Deep Research Agents

    Published in ArXiv cs.CL Recent Papers (2026)
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