Literature Database

TAPDreamer: Transferable Adversarial Patches for World Action Models

Authors: Xuanyu Lu, Fengqing Jiang, Kaiyuan Zheng, Yichen Feng, Yaorui Ding, Yuetai Li, Zhen Xiang, Bhaskar Ramasubramanian, Basel Alomair, Luyao Niu, Radha Poovendran | Published: 2026-10-05
Taxonomy of Attacks
Image Processing
Defense Mechanism
2026.10.05 2026.10.07
Literature Database

Differentially Private Mixing of Public Datasets Improves Private Learning

Authors: Yufei Chen, Tejumade Afonja, Anvith Thudi, Nicolas Papernot | Published: 2026-10-05
Privacy Enhancing Technology
Model Performance Evaluation
Differential Privacy
2026.10.05 2026.10.07
Literature Database

Does AI Help Cyber Attackers or Defenders? Evidence from Nonpublic Vulnerabilities and Subsequent Attacks

Authors: Tobias Heldt, Matt Turk, Christoph Landolt, Mario Fritz | Published: 2026-10-05
Taxonomy of Attacks
Vulnerability Prediction
Defense Mechanism
2026.10.05 2026.10.07
Literature Database

GCTAuto-encoder: A Cross modal Framework for Security Flaw Detection in IoT Networks

Authors: Najmieh Sadat Safarabadi | Published: 2026-10-05
IoT Cybersecurity
Prompt Injection
Large Language Model
2026.10.05 2026.10.07
Literature Database

An Evaluation of the Semantic Understanding Capabilities of Large Language Models for Web Attack Payloads

Authors: Hao Sun, Yibin Yao, Chaohai Xie, Yuqun Lin | Published: 2026-10-05
Indirect Prompt Injection
Taxonomy of Attacks
Evaluation Method
2026.10.05 2026.10.07
Literature Database

Harmful Content Generation in Text-to-Image Models: Capabilities and Moderation Limitations

Authors: Paschalis Giakoumoglou, Manos Schinas, Symeon Papadopoulos | Published: 2026-10-05
Inappropriate Content Generation
安全性に関連するマルチモーダルなアプローチ
Evaluation Method
2026.10.05 2026.10.07
Literature Database

RAISED: Self-Distillation for Robustness to Prompt Injection in LLM Agents

Authors: Mohamed Dhouib, Clement Elliker, Alexi Canesse, Maël Jenny, Lucas-Andrei Thil, Mahammed El-Sharkawy, Sonia Vanier, Elie Bursztein | Published: 2026-10-05
Indirect Prompt Injection
Prompt Injection
Knowledge Distillation
2026.10.05 2026.10.07
Literature Database

Correct Verdicts, Flawed Reasoning: Structured Auditing of LLM-based Vulnerability Reasoning

Authors: Boyue Caroline Hu, Kaivalya Ahir, Ronghao Ni, Limin Jia | Published: 2026-10-05
Vulnerability Prediction
Evaluation Method
Transparency and Verification
2026.10.05 2026.10.07
Literature Database

Benchmarking Jailbreak Guardrails for Embodied Agents

Authors: Xunguang Wang, Qingyue Wang, Yuguang Zhou, Zongjie Li, Wenxuan Wang, Shuai Wang | Published: 2026-10-05
Indirect Prompt Injection
Guardrail Method
Model Performance Evaluation
2026.10.05 2026.10.07
Literature Database

Cross-Lingual Transferability of Training Data Extraction Attacks to Recover Memorized PII

Authors: Alexandru Nazare, Agnese Profico, Nicolò Vania, Elena Di Croce, Daria Caramanica, Davide Venditti, Elena Sofia Ruzzetti, Giancarlo A. Xompero, Fabio Massimo Zanzotto | Published: 2026-10-05
Indirect Prompt Injection
セキュリティ課題
Model Extraction Attack
2026.10.05 2026.10.07
Literature Database
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