SOTAVerified

Backdoor Attack

Backdoor attacks inject maliciously constructed data into a training set so that, at test time, the trained model misclassifies inputs patched with a backdoor trigger as an adversarially-desired target class.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–25 of 523 papers

TitleStatusHype
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based AgentsCode3
AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge BasesCode3
BAPLe: Backdoor Attacks on Medical Foundational Models using Prompt LearningCode2
An LLM-Assisted Easy-to-Trigger Backdoor Attack on Code Completion Models: Injecting Disguised Vulnerabilities against Strong DetectionCode2
Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based AgentsCode2
Test-Time Backdoor Attacks on Multimodal Large Language ModelsCode2
BadChain: Backdoor Chain-of-Thought Prompting for Large Language ModelsCode2
Backdoor Learning: A SurveyCode2
To Think or Not to Think: Exploring the Unthinking Vulnerability in Large Reasoning ModelsCode1
Invisible Backdoor Attack against Self-supervised LearningCode1
CL-Attack: Textual Backdoor Attacks via Cross-Lingual TriggersCode1
BadCM: Invisible Backdoor Attack Against Cross-Modal LearningCode1
BadMerging: Backdoor Attacks Against Model MergingCode1
Uncertainty is Fragile: Manipulating Uncertainty in Large Language ModelsCode1
T2IShield: Defending Against Backdoors on Text-to-Image Diffusion ModelsCode1
Invisible Backdoor Attacks on Diffusion ModelsCode1
Fast-FedUL: A Training-Free Federated Unlearning with Provable Skew ResilienceCode1
Towards Imperceptible Backdoor Attack in Self-supervised LearningCode1
Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision TransformersCode1
Rethinking Graph Backdoor Attacks: A Distribution-Preserving PerspectiveCode1
Beyond Traditional Threats: A Persistent Backdoor Attack on Federated LearningCode1
Exploring Backdoor Vulnerabilities of Chat ModelsCode1
LOTUS: Evasive and Resilient Backdoor Attacks through Sub-PartitioningCode1
Generating Potent Poisons and Backdoors from Scratch with Guided DiffusionCode1
Mask-based Invisible Backdoor Attacks on Object DetectionCode1
Show:102550
← PrevPage 1 of 21Next →

No leaderboard results yet.