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Proceedings of Machine Learning Research

Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research
Proceedings of Machine Learning Research
PMLR · 2026-06-02 · via Proceedings of Machine Learning Research

[edit]

Volume 299: Conference on Applied Machine Learning for Information Security, 22-24 October 2025, Sands Capital, Arlington VA, USA

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Editors: Edward Raff, Ethan M. Rudd

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Filter Authors: Filter Titles:

Adversarial Machine Learning Attacks on Financial Reporting via Maximum Violated Multi-Objective Attack

; Proceedings of the 2025 Conference on Applied Machine Learning for Information Security, PMLR 299:1-27

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Text2VLM: Adapting Text-Only Datasets to Evaluate Alignment Training in Visual Language Models

Gabriel Downer, Sean Craven, Damian Ruck, Jake Thomas; Proceedings of the 2025 Conference on Applied Machine Learning for Information Security, PMLR 299:28-41

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Democratizing ML for Enterprise Security: A Self-Sustained Attack Detection Framework

Sadegh Momeni, Ge Zhang, Birkett Huber, Hamza Harkous, Sam Lipton, Benoit Seguin, Yanis Pavlidis; Proceedings of the 2025 Conference on Applied Machine Learning for Information Security, PMLR 299:42-65

[abs][Download PDF][Supplementary PDF]

Red Teaming AI Red Teaming

Subhabrata Majumdar, Brian Pendleton, Abhishek Gupta; Proceedings of the 2025 Conference on Applied Machine Learning for Information Security, PMLR 299:66-86

[abs][Download PDF]

Towards a Generalisable Cyber Defence Agent for Real-World Computer Networks

Tim Dudman, Martyn Bull; Proceedings of the 2025 Conference on Applied Machine Learning for Information Security, PMLR 299:87-109

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Causal Reinforcement Learning for Labelling Optimization in Cyber Anomaly Detection

Susan Babirye, Gong Yu, Shimadzu Hideyasu, Kyriakopoulos Konstantinos; Proceedings of the 2025 Conference on Applied Machine Learning for Information Security, PMLR 299:110-134

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PD-AutoR: Towards Automatic Restoration of Poisoned Examples in Machine Learning

Haoyang Chen, Xinyun Liu, Xu Zhou, Ziao Jiao, Xinyu Lei; Proceedings of the 2025 Conference on Applied Machine Learning for Information Security, PMLR 299:135-167

[abs][Download PDF]

ShadowLogic: Backdoors in Any Whitebox LLM

Kasimir Schulz, Amelia Kawasaki, Leo Ring; Proceedings of the 2025 Conference on Applied Machine Learning for Information Security, PMLR 299:168-179

[abs][Download PDF]

ScamAgents: How AI Agents Can Simulate Human-Level Scam Calls

Sanket Badhe; Proceedings of the 2025 Conference on Applied Machine Learning for Information Security, PMLR 299:180-199

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A Framework for Rapidly Developing and Deploying Protection Against Large Language Model Attacks

Adam Swanda, Amy Chang, Alexander Chen, Fraser Burch, Paul Kassianik, Konstantin Berlin; Proceedings of the 2025 Conference on Applied Machine Learning for Information Security, PMLR 299:200-221

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Evaluating LLM Generated Detection Rules in Cybersecurity

Anna Bertiger, Bobby Filar, Aryan Luthra, Stefano Meschiari, Aiden Mitchell, Sam Scholten, Vivek Sharath; Proceedings of the 2025 Conference on Applied Machine Learning for Information Security, PMLR 299:222-238

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RoleSentry: A Multi-Stage Framework for Explainable Detection of AWS Role Chaining Attacks

Godwin Attigah, Austin Gansz; Proceedings of the 2025 Conference on Applied Machine Learning for Information Security, PMLR 299:239-264

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MADAR: Efficient Continual Learning for Malware Analysis with Distribution-Aware Replay

Mohammad Saidur Rahman, Scott Coull, Qi Yu, Matthew Wright; Proceedings of the 2025 Conference on Applied Machine Learning for Information Security, PMLR 299:265-291

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RIG-RAG: A GraphRAG Inspired Approach to Agentic Cloud Infrastructure

Benji Lilley, Brian Mitchell, Spiros Mancoridis; Proceedings of the 2025 Conference on Applied Machine Learning for Information Security, PMLR 299:292-311

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