Attack Method

Image-based Multimodal Models as Intruders: Transferable Multimodal Attacks on Video-based MLLMs

Authors: Linhao Huang, Xue Jiang, Zhiqiang Wang, Wentao Mo, Xi Xiao, Bo Han, Yongjie Yin, Feng Zheng | Published: 2025-01-02 | Updated: 2025-01-10

Attack Evaluation

Attack Method

Adversarial Example

2025.01.02 2025.05.27

Literature Database

Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models

Authors: Ma Teng, Jia Xiaojun, Duan Ranjie, Li Xinfeng, Huang Yihao, Chu Zhixuan, Liu Yang, Ren Wenqi | Published: 2024-12-08 | Updated: 2025-01-03

Content Moderation

Prompt Injection

Attack Method

2024.12.08 2025.05.27

Literature Database

Indiscriminate Disruption of Conditional Inference on Multivariate Gaussians

Authors: William N. Caballero, Matthew LaRosa, Alexander Fisher, Vahid Tarokh | Published: 2024-11-21

Attack Method

Optimization Problem

2024.11.21 2025.05.27

Literature Database

Unmasking the Shadows: Pinpoint the Implementations of Anti-Dynamic Analysis Techniques in Malware Using LLM

Authors: Haizhou Wang, Nanqing Luo, Xusheng Li, Peng LIu | Published: 2024-11-08 | Updated: 2025-04-29

Malware Evolution

Attack Method

Analysis of Detection Methods

2024.11.08 2025.05.27

Literature Database

Defense Against Prompt Injection Attack by Leveraging Attack Techniques

Authors: Yulin Chen, Haoran Li, Zihao Zheng, Yangqiu Song, Dekai Wu, Bryan Hooi | Published: 2024-11-01 | Updated: 2025-07-22

Indirect Prompt Injection

Prompt Injection

Attack Method

2024.11.01 2025.07.24

Literature Database

Low-Rank Adversarial PGD Attack

Authors: Dayana Savostianova, Emanuele Zangrando, Francesco Tudisco | Published: 2024-10-16

Attack Method

2024.10.16 2025.05.27

Literature Database

Unified Breakdown Analysis for Byzantine Robust Gossip

Authors: Renaud Gaucher, Aymeric Dieuleveut, Hadrien Hendrikx | Published: 2024-10-14 | Updated: 2025-02-03

Framework

Attack Method

2024.10.14 2025.05.27

Literature Database

Can a large language model be a gaslighter?

Authors: Wei Li, Luyao Zhu, Yang Song, Ruixi Lin, Rui Mao, Yang You | Published: 2024-10-11

Prompt Injection

Safety Alignment

Attack Method

2024.10.11 2025.05.27

Literature Database

F2A: An Innovative Approach for Prompt Injection by Utilizing Feign Security Detection Agents

Authors: Yupeng Ren | Published: 2024-10-11 | Updated: 2024-10-14

Prompt Injection

Attack Evaluation

Attack Method

2024.10.11 2025.05.27

Literature Database

Time Traveling to Defend Against Adversarial Example Attacks in Image Classification

Authors: Anthony Etim, Jakub Szefer | Published: 2024-10-10

Attack Method

Adversarial Example

Defense Method

2024.10.10 2025.05.27

Literature Database