VERA-V: Variational Inference Framework for Jailbreaking Vision-Language Models Authors: Qilin Liao, Anamika Lochab, Ruqi Zhang | Published: 2025-10-20 Model DoSLarge Language ModelUntargeted Toxicity Attack 2025.10.20 2025.10.22 Literature Database
CrossGuard: Safeguarding MLLMs against Joint-Modal Implicit Malicious Attacks Authors: Xu Zhang, Hao Li, Zhichao Lu | Published: 2025-10-20 Query Generation MethodPrompt InjectionLarge Language Model 2025.10.20 2025.10.22 Literature Database
GUIDE: Enhancing Gradient Inversion Attacks in Federated Learning with Denoising Models Authors: Vincenzo Carletti, Pasquale Foggia, Carlo Mazzocca, Giuseppe Parrella, Mario Vento | Published: 2025-10-20 Privacy AnalysisReconstruction AttackFederated Learning 2025.10.20 2025.10.22 Literature Database
Multimodal Safety Is Asymmetric: Cross-Modal Exploits Unlock Black-Box MLLMs Jailbreaks Authors: Xinkai Wang, Beibei Li, Zerui Shao, Ao Liu, Shouling Ji | Published: 2025-10-20 Disabling Safety Mechanisms of LLMPrompt InjectionMalicious Content Generation 2025.10.20 2025.10.22 Literature Database
Exploiting the Potential of Linearity in Automatic Differentiation and Computational Cryptography Authors: Giulia Giusti | Published: 2025-10-20 Encryption TechnologyWatermark DesignQuantum Computing Method 2025.10.20 2025.10.22 Literature Database
QRïS: A Preemptive Novel Method for Quishing Detection Through Structural Features of QR Authors: Muhammad Wahid Akram, Keshav Sood, Muneeb Ul Hassan | Published: 2025-10-20 QRコード分類手法Feature Importance Analysis評価メトリクス 2025.10.20 2025.10.22 Literature Database
SentinelNet: Safeguarding Multi-Agent Collaboration Through Credit-Based Dynamic Threat Detection Authors: Yang Feng, Xudong Pan | Published: 2025-10-17 | Updated: 2025-10-21 エージェント設計Network Threat DetectionModel Robustness 2025.10.17 2025.10.23 Literature Database
SoK: Taxonomy and Evaluation of Prompt Security in Large Language Models Authors: Hanbin Hong, Shuya Feng, Nima Naderloui, Shenao Yan, Jingyu Zhang, Biying Liu, Ali Arastehfard, Heqing Huang, Yuan Hong | Published: 2025-10-17 | Updated: 2025-10-21 LLM Securityシナリオベースの悪用Large Language Model 2025.10.17 2025.10.23 Literature Database
OCR-APT: Reconstructing APT Stories from Audit Logs using Subgraph Anomaly Detection and LLMs Authors: Ahmed Aly, Essam Mansour, Amr Youssef | Published: 2025-10-16 | Updated: 2025-10-20 APT攻撃調査GNNベースの異常検知Anomaly Detection Method 2025.10.16 2025.10.22 Literature Database
A Hard-Label Black-Box Evasion Attack against ML-based Malicious Traffic Detection Systems Authors: Zixuan Liu, Yi Zhao, Zhuotao Liu, Qi Li, Chuanpu Fu, Guangmeng Zhou, Ke Xu | Published: 2025-10-16 Modification of Network TrafficBotnet TrafficModel Extraction Attack 2025.10.16 2025.10.18 Literature Database