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Adversarial Attack & Robustness
Generating adversarial perturbations to fool models and evaluating model robustness against such attacks.
Leaderboard
100 models total
Benchmarks
AdvBench
ImageNet
CIFAR-10
XU-Net
HARMBENCH
SafeBench
CIFAR-100
SLL X-Large
HADES
MM-SafetyBench
CIFAR10
ImageNet-compatible dataset
Jailbreak-Bench
SST-2
MaliciousInstruct
GSM-8K
SVHN
Fetch
GTSRB
MS-COCO
Flickr-30K
MathQA
MT-Bench
Crypto
Hotnews
Installer
Markdown
ModelNet-40
Search
Time
Weather
unknown
Cora
F-mnist
COCO Poisoned
CSQA
HADES-Dataset
ImageNet ILSVRC2012
MATH
MM-SafeBench
Multi-turn Human Jailbreak (MHJ)
VOC Poisoned
COCO
nuScenes
Pubmed
τ-break
AdvBench-M
AG-News
CWEval/Python
HumanEval+
LibriSpeech
MBPP+
Pheme
Twitter-15
Twitter-16
VoxCeleb1
Celeb-A
Citeseer
ImageNet-1K
IMDB
Llama Guard hazard taxonomy
StrongREJECT
ImageNet-100
Inc-v3
MPUP
NIPS 2017
nsfw_190
Tiny-ImageNet
ImageNet-10
MM-Safety
ShapeNet-Part
AdvGLUE
DeBERTa (single model)
BelgiumTS
Caltech-256
CTSRD
ImageNet-compatible dataset (NIPS 2017)
ImageNet-NeurIPS (1k)
MS MARCO
Res-50
UCF-101
VGG-19
ViT-B
Euro SAT
Highway-env
HMDB-51
ILSVRC 2012 validation set
Kinetics-400
Mind2Web
MNIST
Multi-Agent System
Yelp
C4
DAN
DNA
ImageNet-Compatible
KWS
N-Caltech 101
N-Cars
PASCAL-VOC
VQA-v2
Vulnerable Code Generation
Epilepsy
FBHM
HarMeme
HumanEval
I2P
Inc-v3ens3
Inc-v3ens4
IncR-v2ens
InjectAgent
JbBench
LFW
MAMI
MM-Bench
NIPS 2017 Adversarial Attacks and Defenses Competition dataset
A-T
AgentHarm
APT
AVQA
Bit
CALTECH-101
CelebA-HQ
CIC-IDS-2017
CICIoT 2023
CUB-200-2011
Den-121
DN-121
ElectricDevices
Eye
FGV-CAircraft
HGD
ImageNet-NIPS
jailbreak scenarios
JPEG
m-ARC
Malware
MLQA
MM-Star
MMLU
NRP
NTU RGB+D
NTU RGB+D 120
NTU-60
OCRBench-v2
PHRYGE
PiT-B
PKU-MMD
RN-101
RN-18
RNX-50
SafeBench-Tiny
Stanford-Cars
Swin
Swin-T
synthetic
TREC2019
Trivia QA
UWave
Vis-S
ViT
WebShop
3MAD-Tiny-1K
Addition
AdvBench custom
Alpaca
AQuA
CUBS-200
CUTE80
ECQA
Flickr
Flower-102
HotpotQA
Malicious Python Script
MMSafetyBench
SafetyBench
ScanObjectNN
STL-10
SVT-P
T2VSafetyBench
AIDS
AIME-24
AIME-25
BCB-C
CIFAR-10-DVS
clean test set
CLS-CPT
Coarse Label Evasion Task
CULane
Deit-B
Deit-S
Eli5
Enron Emails
ENZYMES
GPT-4o
Health
IC13
ImageNet-A
DeiT-S (AdamW, Cosine)
JailBreakV-28K
LingoQA
Manipulation task
Mantis-Eval
MATH-500
Mistral-7B
Mix-B
Mix-L
MLLMU-Bench
MMLU-Pro
Mob-v2
MSVD-QA
MultimodalQA
NQ
NSFW Data Scraper (sexy category)
NTU-120
ObjectNav
Pets-37
Pokemon
POPE
RE-SISC45
RoomVisit
RT
SG-Implicit
Stylized ImageNet
DeiT-S (AdamW, Cosine)
Swin-B
Taobao
TuSimple
TypoD-base
VGG Face
Vicuna-7B
VQA-CLS
VQA-CPT
WebQA
ZJU-MoCap
2Wiki
Adversarial Benchmark
Animal classification dataset
AudioSafe
AVSD
Beijing-Opera
BODMAS
Breakout
CatQA-en
CC-50K
Chameleon
Computers
CREMA-D
EMBER
Enron
ESC-50
ESC50-Actions
Facial recognition dataset
GPT-4o-mini
GT-Music-Genre
HarmfulQA
HEx-PHI
HH-RLHF
ILSVRC 2012 validation
ImageNet-NeurIPS
ImageNette
Jailbreak Benchmark
Last-FM
LIBERO
LLaVA-Bench
Misuse
MM-Vet
MSR-VTT-QA
MultiAgentBench
MUSIC-AVQA
NeurIPS 2017 Adversarial Learning
NS-Instruments
NUS-WIDE
Oxford-IIIT Pet
Photo
Physical trigger dataset
PROTEINS-full
Qbert
RAVDESS
Seen Attacks
SESA
Sorel-20M
ST-VQA
TextVQA
Topologies
TUT2017
UrbanSound8K
V7W
VirtualHome
Visual CounterFact
VocalSound
Windows Agent Arena
390 meta harmful seed prompts
Adv-OPV2V
AdvBench-50
AIR
Baichuan2 13B
Baichuan2 7B
Beam Rider
CF-10
CF-100
CFP-FP
ChatGLM2-6B
CIFAR
CNNs
COCO-Captions
Cora-ML
CSN
CUB
Customization Diffusion dataset
DALL-E 3
Deepseek-V3
Dense121
Dolphins Benchmark
DriveLM-nuScenes
DTD
DVS-Gesture
Electricity
ESD
Fashion-MNIST
FIN-Bench
Food-101
FRANKENSTEIN
Freeway
Gemini 2.5 Flash
Gemma2-2B
GLM4-9B
GPT-3.5-turbo
GPT-4
GPT-4-turbo
GQA
HarmBench_translated
HDM05
ImageNet-12
Inc-v4
LADN-M
LADN-NM
Lexica seed dataset
Libero-10
LIBERO-GOAL
LIBERO-Object
LIBERO-Spatial
Llama-3-70B
Llama-3.1-405B
Llama-3.3-70B
Llama2-13B
Llama2-7B
Llama3-1B
Llama3-3B
Llama3-8B
LLaVA-v1.5-13B
MATH-V
MultiJail
MUTAG
N-MNIST
NSFW adversarial prompt dataset
OGB-Arxiv
OpenImages
OPV2V
PaintingF
PAS-CAL VOC 2012
Phi4-mini
Pong
Py150
PyT
Qwen2.5-3B
Robotic manipulation dataset
SALAD-Bench
SDXL
Seaquest
SEED-Bench
SFC
SG-Origin
ShapeNet
SORRY-Bench
Space Invaders
SS T
StableLM-3B
Strategy-QA
text completion
Twitter
VGG-16
ViTs
Vizwiz Caption
VLBreakBench
Wiki Toxic
2Wiki-MultiHopQA
3D SemanticAE generation
AdvBench Harmful Behaviors
AdvBench Subset
AdvBench+StrongReject
AdversarialBench
AdvSuffixes
Age-DB
AgeDB-30
AIlluminate
AIR-Bench 2024
Ali-CVR
AmazonQA
Android-In-The-Zoo (AitZ)
AndroidControl
artistic style erasure
Arxiv
AVeriTeC
BA-2motifs
BA-SHAPES
BABYBLUE supplementary dataset
banned objects
BBBP
BBC News
BigVul
BillSum
Bitcoin
BLINK
BUS-BRA
BUSI
BZR
C -> A
CAGE-2
CC3M
CelebA-Identity
CelebHQ-A
CHATGPT-API
Chinese
church prompts
CIFAR-10 (ResNet18)
CINIC
Claude 3.5 Sonnet v2
Claude 3.7
Claude-3.5-sonnet
CNN/DailyMail
COCO-2017
CodeGeneration-PA
Cogview3
COLOR-3
COLORS-3
Cross-Lingual Pitfalls dataset
CSRT dataset
custom dataset of 2,700 DMQs
CYBERSECEVAL3
DALL.E 2
DC-OPF
DD
DeepSeek-R1
Devign
DiverseVul
DMQ dataset
DVS-CIFAR10
EMEA-PA
Emotion
Explicit Image Generation
Facebook
FaceScrub
Fashion-MNIST (CNN)
FashionMNIST CIFAR10
FC
FEVER
FGVC
FigStep
FinGPT
Flickr-8k
FLIR V1_3
FLIR-V2
FLUX
fns.pid
fnsapid
French
Frogger
Gemini 1.5
Gemini-1.5-Pro
Gemini-2.0-Flash
Gemini-2.5-Pro
GLM-4
GLM-4V-9B
GLM-API
GossipCop-S
GPT-4.1
GPT4V
Grok3
Harmful Behaviors dataset (120 questions)
Harmful Behaviors Multi-modal Dataset
Harmful Clips
HCM
Highway Merge
HN
Hunyuan
Hunyuan-Video
I2P + UnsafeDiffusion
I2P dataset
ICDAR13
ILSVRC 2012
ImageNet-R
ImageNet-S
In-the-Wild Jailbreak Benchmark
Inc-v3*
Inj-SQuAD
Inj-TriviaQA
InternVL2-40B
InternVL2-8B
JailBreakV
KAIST
KID-F
LADN dataset
LAION-5B
Leetcode-PA
Leonardo
LifeIns
Llama-3.1
Llama3-V
LLaVA-1.6
LLVIP
Mag
Malicious
MaliciousInstructions
MathV360k
MedAlpaca
MedSquad
Meta-world
MiniCPM-V2.6
MiniGPT-4
Mixtral 8x22B
MM-SafetyBench-T
MMSafety-Bench
MN40_A
MN40_H
MN40_O
MN40_S
MNIST (LeNet)
MoviesQA
MRPC
MSRC21
MSRS
MultiRC
MuSiQue
MV-Bench
NCI1
NeurIPS 2023 Red Teaming Track
NICO++
NLVR2
NSFW concept generation
NSFW dataset
nudity erasure
nuImage
object erasure
Ogbn-Arxiv
Ogbn-products
OK-VQA
OLID
Oxford Pet
Oxford-pets
P-R
Pacman
PACS
PaintingForm
parachute prompts
PCAM
Phishing
Physical dataset
Polblogs
preference-collection
Proteins
public red teaming dataset
PubMedQA-PA
Q-Bench
QNLI
Qwen-2
Qwen2-VL
Qwen2-VL-72B
Qwen2-VL-7B
Qwen2.5-VL-72B
Qwen2.5-VL-7B
RacketSports
RD
Res-50*
RESDSQL
Safety Goal
SafetyQuizzer
SDV3
ShapeNet16
Simpler-Env
SIUO
SON
SPARK-API
SST-5
Stanf.Cars
StatPearls
SUN-397
Textbook
THSD
tiny-SafeBench
TMCHT
Tongyiwanxiang
Tree-Circles
Tree-Grid
TrustLLM
TSSB
UCI-HAR
UDIAT
UML Classes With Specs
three-step-original
V2XSet
VAJM
Van Gogh style prompts
VBCDE-100
Vicuna
VLGuard
VOC07
VOC12
w Guanaco
w Llama2
w Llama3
w Mistral
w Qwen2
w Vicuna
Wan 2.2
WasmMal-15K
Wiki-CS
WildAttack
XSTest
YelpChi
YFCC15M