Literature Database

Attacking the Trusted Imagination: Oracle-Level Integrity Attacks on Imagine-then-Act World Models

Authors: Linghan Chen, Kaiyan Ji, Minyu Guo | Published: 2026-06-22
Robustness
Decision-Making Dynamics
行動分析手法

The Unseen Hand: Manipulating Model Fairness and SHAP with Targeted Identity Re-Association Attacks

Authors: Sannaan Khan, Muhammad U. S. Khan | Published: 2026-06-22
Relationship of AI Systems
Algorithm Fairness
データ毒性

When the Learning With Errors Problem Meets the Coherent Ising Machine: A Penalty-Free Algorithm-Hardware Co-Design

Authors: Shuxian Jiang | Published: 2026-06-22
暗号化環境でのデータ処理
Optimization Methods
Quantum Computing

CLIP-guided Diffusion Model for Backdoor Generation in Sensor-based Human Activity Recognition

Authors: Toby Briston, Illya Kosyk, Kuniyih S | Published: 2026-06-22
データ毒性
Backdoor Detection
行動分析手法

Cross-National Information Attacks: A Two-Decade Analysis of Troll Behavior in Korea

Authors: Jaehong Kim, Hyeonseung Kim, Jiseon Kim, Alice Oh, Thorsten Holz, Wonjae Lee, Meeyoung Cha | Published: 2026-06-22
Dataset Analysis
User Behavior Analysis
外国の影響分析

Towards Robust Personalized Federated Learning: Vulnerability Assessment and Defense Co-Design

Authors: Mingyuan Fan, Cen Chen | Published: 2026-06-22
Poisoning
Robustness
Adversarial Learning

Analyzing Defensive Misdirection Against Model-Guided Automated Attacks on Agentic AI Systems

Authors: Reza Soosahabi, Vivek Namsani | Published: 2026-06-18
Prompt Injection
Large Language Model
Defense Effectiveness Analysis

Multi-View Decompilation for LLM-Based Malware Classification

Authors: Bercan Turkmen, Vyas Raina | Published: 2026-06-18
Dataset Analysis
Reverse Engineering
Large Language Model

LLM agent safety, multi-turn red-teaming, jailbreak benchmarks, adversarial robustness, safety-critical systems

Authors: Hanwool Lee, Dasol Choi, Bokyeong Kim, Seung Geun Kim, Haon Park | Published: 2026-06-18
Indirect Prompt Injection
Robustness
Large Language Model

Quantization as a Malicious Task: Removing Quantization-Conditioned Backdoors via Task Arithmetic

Authors: Kaihsun Yang, Min-Yan Tsai, Chia-Mu Yu | Published: 2026-06-18
Backdoor Attack Mitigation
Model Extraction Attack
Adversarial Learning