Novel Latent-Class Attack

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Period ending 2026-09-07

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  1. OASIS: Optimizing Attacker Sequences for Hard-Label Black-Box Text Attacks

    Aug 30, 2026Qian Chen, Shiliang Xiao, Yuzhi LiangNovel Latent-Class AttackAttack-Success Rate

  2. ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization

    Aug 4, 2026Hujian Zhu, Yihao Huang, Felix Juefei-Xu +5Jailbreak DetectionJailbreaks

  3. Driving up Inference Energy on SNNs: Per-Sample and Universal Sponge Attacks

    Jul 30, 2026Spyridon Raptis, Haralampos-G. StratigopoulosSpiking Neural NetworksNeuromorphic Hardware

  4. Attacking Graph Foundation Models Through Their Shared Representation

    Jul 20, 2026Pankaj Kumar, Subhankar MishraMultimodal Graph Foundation LearningNovel Latent-Class Attack

  5. Target-Aware Interaction-Guided Reinforcement Learning for Black-Box Node Injection Attacks on Graph Neural Networks

    Jul 5, 2026Yi Lan, Ye YuanGraph Neural NetworksNovel Latent-Class Attack

  6. Rethinking Forgery Attacks on Semantic Watermarks in Black-Box Settings: A Geometric Distortion Perspective

    Jun 29, 2026Cheng-Yi Lee, Yichi Zhang, Yuchen Yang +2WatermarksFace Forgery Detection

  7. Blackknife: Hard-Label Query-Limited Black-Box Attacks on Heterogeneous Graph Neural Networks

    Jun 28, 2026Honglin Gao, Junhao Ren, Lan Zhao +3Graph Neural NetworksNovel Latent-Class Attack

  8. A Novel Latent-Class Attack and its Detection by Class Subspace Orthogonalization

    Jun 27, 2026Guangmingmei Yang, David J. Miller, George KesidisNovel Latent-Class AttackBackdoor Attacks

  9. DroidBreaker: Practical and Functional Problem-Space Attacks on Machine-Learning Android Malware Detectors

    Jun 25, 2026Christian Scano, Diego Soi, Angelo Sotgiu +5Novel Latent-Class Attack

  10. Hybrid privacy-aware semantic search: SVD-truncated document geometry and CKKS-encrypted query reranking under a restricted threat model

    Jun 24, 2026Sergey KurilenkoVector DatabaseNovel Latent-Class Attack

  11. AutoDojo: Adaptive Black-Box Attacks Reveal the Limits of IPI Defenses and Task-Specification Effects in LLM Agents

    Jun 13, 2026Xinhang Ma, Taoran Li, Chaowei Xiao +3Indirect Prompt InjectionLanguage Model Evasion Attacks

  12. L2IR: Revealing Latent Intent in Graph Fraud Detection

    May 25, 2026Jinsheng Guo, Zhenhao Weng, Yibo Liu +2Generalist Graph Anomaly DetectionFraud Detection

  13. Latent-space Attacks for Refusal Evasion in Language Models

    May 20, 2026Giorgio Piras, Raffaele Mura, Fabio Brau +4RefusalsLarge Language Model Safety

  14. CAMERA: Adapting to Semantic Camouflage in Unsupervised Text-Attributed Graph Fraud Detection

    May 19, 2026Junjun Pan, Yixin Liu, Yu Zheng +3Fraud DetectionGeneralist Graph Anomaly Detection

  15. Targeted Downstream-Agnostic Attack

    May 19, 2026Zhuxin Lei, Ziyuan Yang, Yi ZhangBlack-Box Adversarial AttacksNovel Latent-Class Attack

  16. Threats to Arabic Handwriting Recognition: Investigating Black-Box Adversarial Attacks on embedded ConvNet models

    May 18, 2026Mohsine EL Khayati, Abdelillah Semma, Abdelaziz Courr +1Novel Latent-Class AttackBlack-Box Adversarial Attacks

  17. Universal Graph Backdoor Defense: A Feature-based Homophily Perspective

    May 16, 2026Mengting Pan, Fan Li, Chen Chen +1Backdoor AttacksGraph Neural Networks

  18. ReMIA: a Powerful and Efficient Alternative to Membership Inference Attacks against Synthetic Data Generators

    May 14, 2026Davide Scassola, Andrea Coser, Sebastiano SaccaniMembership Inference AttacksSynthetic Data

  19. GraphIP-Bench: How Hard Is It to Steal a Graph Neural Network, and Can We Stop It?

    May 12, 2026Kaixiang Zhao, Bolin Shen, Yuyang Dai +2Graph Neural NetworksNovel Latent-Class Attack

  20. FERMI: Exploiting Relations for Membership Inference Against Tabular Diffusion Models

    May 12, 2026Abtin Mahyar, Masoumeh Shafieinejad, Yuhan Liu +1Membership Inference AttacksMembership Inference

  21. LLM-Agnostic Semantic Representation Attack

    May 9, 2026Jiawei Lian, Jianhong Pan, Lefan Wang +4Language Model Evasion AttacksAdversarial Prompts

  22. Graph Reconstruction from Differentially Private GNN Explanations

    May 5, 2026Rishi Raj Sahoo, Jyotirmaya Shivottam, Subhankar MishraDifferential PrivacyGraph Neural Networks

  23. Generalization and Membership Inference Attack a Practical Perspective

    Apr 21, 2026Fateme Rahmani, Mahdi Jafari Siavoshani, Mohammad Hossein RohbanMembership Inference AttacksNovel Latent-Class Attack

  24. LoMime: Query-Efficient Membership Inference using Model Extraction in Label-Only Settings

    Feb 21, 2026Abdullah Caglar Oksuz, Anisa Halimi, Erman AydayMembership Inference AttacksMembership Inference

  25. Robustness of Vision Language Models Against Split-Image Harmful Input Attacks

    Feb 8, 2026Md Rafi Ur Rashid, MD Sadik Hossain Shanto, Vishnu Asutosh Dasu +1Large Language Model SafetyNovel Latent-Class Attack

  26. AgenTRIM: Tool Risk Mitigation for Agentic AI

    Jan 18, 2026Roy Betser, Amit Giloni, Shamik Bose +4Artificial Intelligence RiskAccess

  27. HauntAttack: When Attack Follows Reasoning as a Shadow

    Jun 8, 2025Jingyuan Ma, Rui Li, Zheng Li +4Novel Latent-Class AttackAdversarial Attack Strategies