Latest Articles for Backdoor Attack

Cryptography and Security A New Defense Against Backdoor Attacks in Deep Learning

Introducing PAD-FT, a lightweight method to fight backdoor attacks without clean data.

2025-06-10T00:42:18+00:00 ― 6 min read

Artificial Intelligence Advancing Defense Against Backdoor Attacks in Diffusion Models

Introducing PureDiffusion to enhance defense mechanisms against backdoor threats.

2025-06-09T03:38:18+00:00 ― 6 min read

Computer Vision and Pattern Recognition TA-Cleaner: A New Defense Against Attacks on Multimodal Models

Introducing TA-Cleaner, a method to improve multimodal model defenses against data poisoning.

2025-06-04T16:51:24+00:00 ― 7 min read

Computer Vision and Pattern Recognition Addressing Security Risks in Vision Language Models

TrojVLM exposes vulnerabilities in Vision Language Models to backdoor attacks.

2025-06-03T16:22:00+00:00 ― 7 min read

Cryptography and Security The Risks of EEG Manipulation: A Closer Look

New method raises security concerns in EEG systems while highlighting potential protective uses.

2025-06-03T01:13:30+00:00 ― 6 min read

Machine Learning Addressing Backdoor Attacks in Federated Learning

MASA offers a solution to enhance security in Federated Learning systems.

2025-06-02T00:20:24+00:00 ― 4 min read

Cryptography and Security Challenging the Stability of Spiking Neural Networks

Examining vulnerabilities of Spiking Neural Networks through clever attack methods.

2025-05-30T07:59:15+00:00 ― 6 min read

Machine Learning Addressing Backdoor Attacks in Deep Regression Models

Protecting deep regression models from hidden threats is crucial for safety.

2025-05-28T10:05:42+00:00 ― 4 min read

Cryptography and Security ProP: A Simple Solution for Backdoor Attack Detection

ProP offers an effective way to catch backdoor attacks on machine learning models.

2025-05-25T16:11:33+00:00 ― 6 min read

Computation and Language Understanding Backdoor Attacks on Language Models

A new method helps protect language models from harmful backdoor attacks.

2025-05-20T20:28:57+00:00 ― 6 min read

Cryptography and Security Understanding Backdoor Attacks in Language Models

A look into how hidden tricks affect language models and their explanations.

2025-05-18T10:18:40+00:00 ― 7 min read

Machine Learning Protecting Machines from Sneaky Attacks

Discover how to safeguard machines from backdoor attacks in self-supervised learning.

2025-05-08T00:46:40+00:00 ― 6 min read

Cryptography and Security The Risks of Backdoor Attacks in LLM-Driven Hardware Design

Explore how backdoor attacks threaten hardware design using large language models.

2025-05-06T15:50:40+00:00 ― 7 min read

Cryptography and Security Securing Language Models Against Hidden Risks

Research highlights methods to detect backdoor attacks in fine-tuning language models.

2025-05-06T10:46:40+00:00 ― 9 min read

Machine Learning Defending AI from Backdoor Attacks: A New Approach

Learn how PAR helps protect AI models from hidden threats.

2025-04-27T07:02:45+00:00 ― 6 min read

Machine Learning The Hidden Threat of Backdoor Attacks in Machine Learning

Exploring the risks of backdoor attacks in machine learning and their implications.

2025-04-06T09:05:51+00:00 ― 7 min read

Software Engineering Code Generation Under Attack: The Backdoor Threat

Research reveals vulnerabilities in Code Language Models against backdoor attacks.

2025-04-01T10:19:39+00:00 ― 7 min read

Human-Computer Interaction The Hidden Risks of Brain-Computer Interfaces

Understanding the security threats facing brain-computer interfaces today.

2025-03-23T16:52:30+00:00 ― 7 min read

Computer Vision and Pattern Recognition Detecting Sneaky Backdoor Attacks in AI Models

A proactive method using Vision Language Models aims to detect hidden backdoor attacks.

2025-03-21T20:44:15+00:00 ― 7 min read

Cryptography and Security Strengthening Federated Learning Against Sneaky Attacks

A new approach improves security in federated learning by focusing on client-side defenses.

2025-03-13T08:54:09+00:00 ― 6 min read

Human-Computer Interaction The Dark Side of Brain-Computer Interfaces

BCIs offer new possibilities but face serious security threats from backdoor attacks.

2025-03-10T05:28:03+00:00 ― 6 min read

Cryptography and Security Guarding Against Hidden Threats in AI Models

Discovering the dangers of backdoor attacks in diffusion models.

2025-03-07T11:39:45+00:00 ― 7 min read

Cryptography and Security The Hidden Threat of Backdoor Attacks on Language Models

Discover how backdoor attacks challenge the safety of AI-driven language models.

2025-01-26T11:04:12+00:00 ― 7 min read

Cryptography and Security The Threat of Backdoor Attacks in AI

Backdoor attacks can undermine text classification models, injecting bias and skewing results.

2025-01-26T04:39:00+00:00 ― 8 min read

Computer Vision and Pattern Recognition Defending AI: Tackling Backdoor Attacks with RVPT

Learn how RVPT improves AI security against hidden threats.

2025-01-19T09:44:33+00:00 ― 6 min read