SOTAVerified|Agents Browse Leaderboard About

Adversarial Purification

A class of adversarial defense methods that remove adversarial perturbations using a generative model.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1–10 of 65 papers

Title	Date	Tasks	Status	Hype	Score
Diffusion Models for Adversarial Purification	May 16, 2022	Adversarial Purification	CodeCode Available	2	5
Guided Diffusion Model for Adversarial Purification	May 30, 2022	Adversarial PurificationDenoising	CodeCode Available	1	5
Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics	Aug 2, 2024	Adversarial AttackAdversarial Purification	CodeCode Available	1	5
Adversarial Training on Purification (AToP): Advancing Both Robustness and Generalization	Jan 29, 2024	Adversarial Purification	CodeCode Available	1	5
FlowPure: Continuous Normalizing Flows for Adversarial Purification	May 19, 2025	Adversarial PurificationAdversarial Robustness	CodeCode Available	1	5
DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification	Oct 27, 2023	Adversarial Purification	CodeCode Available	1	5
Defending against Adversarial Audio via Diffusion Model	Mar 2, 2023	Adversarial Purificationmodel	CodeCode Available	1	5
Adversarial purification with Score-based generative models	Jun 11, 2021	Adversarial PurificationDenoising	CodeCode Available	1	5
Diffusion models meet image counter-forensics	Nov 22, 2023	Adversarial Purification	CodeCode Available	1	5
MalPurifier: Enhancing Android Malware Detection with Adversarial Purification against Evasion Attacks	Dec 11, 2023	Adversarial PurificationAndroid Malware Detection	CodeCode Available	1	5

Show:10 25 50

← PrevPage 1 of 7Next →

No leaderboard results yet.