Vulnerability Attack Method

DREAM: Dynamic Red-teaming across Environments for AI Models

Authors: Liming Lu, Xiang Gu, Junyu Huang, Jiawei Du, Yunhuai Liu, Yongbin Zhou, Shuchao Pang | Published: 2025-12-22
Model Robustness
動的攻撃評価手法
Vulnerability Attack Method

ETrace:Event-Driven Vulnerability Detection in Smart Contracts via LLM-Based Trace Analysis

Authors: Chenyang Peng, Haijun Wang, Yin Wu, Hao Wu, Ming Fan, Yitao Zhao, Ting Liu | Published: 2025-06-18 | Updated: 2025-07-08
Event Identification
Information Security
Vulnerability Attack Method

Systematic Categorization, Construction and Evaluation of New Attacks against Multi-modal Mobile GUI Agents

Authors: Yulong Yang, Xinshan Yang, Shuaidong Li, Chenhao Lin, Zhengyu Zhao, Chao Shen, Tianwei Zhang | Published: 2024-07-12 | Updated: 2025-03-16
Indirect Prompt Injection
Attack Method
Vulnerability Attack Method

Talking Trojan: Analyzing an Industry-Wide Disclosure

Authors: Nicholas Boucher, Ross Anderson | Published: 2022-09-22
Open Source Disclosure
Security label
Vulnerability Attack Method

On the Use of Fine-grained Vulnerable Code Statements for Software Vulnerability Assessment Models

Authors: Triet H. M. Le, M. Ali Babar | Published: 2022-03-16
Dataset evaluation
Vulnerability Attack Method
Evaluation Method

RES-HD: Resilient Intelligent Fault Diagnosis Against Adversarial Attacks Using Hyper-Dimensional Computing

Authors: Onat Gungor, Tajana Rosing, Baris Aksanli | Published: 2022-03-14
Poisoning
Vulnerability Attack Method
Defense Method

Pixle: a fast and effective black-box attack based on rearranging pixels

Authors: Jary Pomponi, Simone Scardapane, Aurelio Uncini | Published: 2022-02-04
Adversarial Attack Detection
Vulnerability Attack Method
Defense Method

Simple Transparent Adversarial Examples

Authors: Jaydeep Borkar, Pin-Yu Chen | Published: 2021-05-20
Watermarking
Adversarial attack
Vulnerability Attack Method

A Separation Result Between Data-oblivious and Data-aware Poisoning Attacks

Authors: Samuel Deng, Sanjam Garg, Somesh Jha, Saeed Mahloujifar, Mohammad Mahmoody, Abhradeep Thakurta | Published: 2020-03-26 | Updated: 2021-12-13
Poisoning
Adversarial Attack Methods
Vulnerability Attack Method

Stop-and-Go: Exploring Backdoor Attacks on Deep Reinforcement Learning-based Traffic Congestion Control Systems

Authors: Yue Wang, Esha Sarkar, Wenqing Li, Michail Maniatakos, Saif Eddin Jabari | Published: 2020-03-17 | Updated: 2021-08-26
Training Method
State Transition Model
Vulnerability Attack Method