敵対的攻撃と堅牢性

AdvBench

ImageNet

CIFAR-10

HARMBENCH

SafeBench

HADES

MM-SafetyBench

CIFAR10

ImageNet-compatible dataset

CIFAR-100

MaliciousInstruct

SST-2

JailbreakBench

GSM8K

SVHN

CIFAR100

Fetch

GTSRB

MATHQA

MT-Bench

Crypto

Hotnews

Installer

Markdown

ModelNet40

Search

Time

Weather

MS-COCO

Flickr30k

unknown

Cora

FMNIST

COCO Poisoned

CSQA

HADES-Dataset

ImageNet ILSVRC2012

MATH

MM-SafeBench

Multi-turn Human Jailbreak (MHJ)

VOC Poisoned

COCO

nuScenes

Pubmed

τ-break

AdvBench-M

CWEval/Python

HumanEval+

LibriSpeech

MBPP+

Pheme

Twitter15

Twitter16

VoxCeleb1

CelebA

Citeseer

IMDb

Llama Guard hazard taxonomy

StrongREJECT

Inc-v3

MPUP

nsfw_190

ImageNet-10

ImageNet-100

MM-Safety

AdvGLUE

BelgiumTS

CTSRD

ImageNet-1k

ImageNet-compatible dataset (NIPS 2017)

ImageNet-NeurIPS (1k)

MS MARCO

Res-50

VGG-19

ViT-B

EuroSAT

HighwayEnv

HMDB-51

ILSVRC 2012 validation set

Kinetics-400

Mind2Web

MNIST

Multi-Agent System

ShapeNet Part

UCF-101

Yelp

C4

DAN

DNA

ImageNet-Compatible

KWS

N-Caltech101

N-Cars

NIPS 2017

PASCAL VOC

VQAv2

Vulnerable Code Generation

AGNEWS

Epilepsy

FBHM

HarMeme

HumanEval

I2P

InjectAgent

JbBench

LFW

MAMI

MMBench

NIPS 2017 Adversarial Attacks and Defenses Competition dataset

TinyImageNet

AgentHarm

APT

AT

AVQA

Bit

Caltech256

CelebA-HQ

CICIDS2017

CICIoT2023

CUB-200-2011

Den-121

DN-121

ElectricDevices

Eye

FGVC Aircraft

HGD

ImageNet-NIPS

Inc-v3_ens3

Inc-v3_ens4

IncR-v2_ens

jailbreak scenarios

JPEG

Malware

MARC

MLQA

MMLU

MMStar

NRP

NTU RGB+D

NTU RGB+D 120

OCRBench-v2

PHRYGE

PiT-B

PKU-MMD

RN-101

RN-18

RNX-50

SafeBench-Tiny

Stanford Cars

Swin

Swin-T

Synthetic

TREC2019

TriviaQA

UWave

Vis-S

ViT

WebShop

3MAD-Tiny-1K

Addition

AdvBench custom

AG News

Alpaca

AQuA

CUBS200

CUTE80

ECQA

Flickr

Flower102

HotpotQA

Malicious Python Script

MMSafetyBench

SafetyBench

ScanObjectNN

SVTP

T2VSafetyBench

AIDS

AIME24

AIME25

BCB-C

Caltech 101

Caltech 256

clean test set

CLS-CPT

Coarse Label Evasion Task

CULane

Deit-B

Deit-S

ELI5

Enron Email Dataset

ENZYMES

Flickr-30K

GPT-4o

Health

IC13

imagenet-a

Jailbreak-Bench

JailbreakV-28K

LingoQA

Manipulation task

Mantis Eval

MATH500

Mistral-7B

Mix-B

Mix-L

MLLMU-Bench

MMLU-Pro

Mob-v2

MSCOCO

MSVD-QA

MultimodalQA

NIPS2017

NQ

NSFW Data Scraper (sexy category)

NTU120

NTU60

ObjectNav

Pets37

Pokémon

POPE

RESISC45

RoomVisit

RT

Stylized ImageNet

Swin-B

Taobao

Tiny-ImageNet

TuSimple

TypoD-base

VGG Face

VQA-CLS

VQA-CPT

WebQA

ZJU-Mocap

2Wiki

Adversarial Benchmark

Animal classification dataset

AudioSafe

AVSD

Beijing-Opera

BODMAS

Breakout

CatQA-en

CC-50K

Chameleon

CIFAR10-DVS

Computers

CREMA-D

EMBER

Enron

ESC50

ESC50-Actions

Facial recognition dataset

GT-Music-Genre

HarmfulQA

HEx-PHI

HH-RLHF

ILSVRC 2012 validation

ImageNet 1K

ImageNet-NeurIPS

Imagenette

Jailbreak Bench

Jailbreak Benchmark

Lastfm

LIBERO

LLaVA Bench

Misuse

MM-Vet

MSRVTT-QA

MultiAgentBench

Music-AVQA

NeurIPS 2017 Adversarial Learning

NS-Instruments

NUS-WIDE

Oxford-IIIT Pet

Photo

Physical trigger dataset

Qbert

RAVDESS

Seen Attacks

SESA

Sorel-20M

SST2

ST-VQA

STL-10

TextVQA

Topologies

TUT2017

UrbanSound8K

V7W

VirtualHome

Visual CounterFact

VocalSound

Windows Agent Arena

390 meta harmful seed prompts

Adv-OPV2V

AG-News

AIR

Baichuan2 13B

Baichuan2 7B

Beam Rider

Caltech101

CF-10

CF-100

CFP-FP

ChatGLM2 6B

CIFAR

CNNs

COCO Captions

Cora-ML

CSN

CUB

Customization Diffusion dataset

Deepseek-V3

Dense121

Dolphins Benchmark

DriveLM-nuScenes

DTD

DVS gesture

Electricity

ESD

FashionMNIST

FIN-Bench

Food101

FRANKENSTEIN

Freeway

Gemini 2.5 Flash

Gemma2-2B

GLM4-9B

GPT-4

GPT-4o-mini

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-3.3-70B

Llama2-13B

Llama2-7B

Llama3-1B

Llama3-3B

Llama3-8B

LLaVA-v1.5-13B

MathV

MultiJail

MUTAG

N-MNIST

NSFW adversarial prompt dataset

NTU 60

OGB-arxiv

OpenImages

OPV2V

PaintingF

PASCAL VOC 2012

Phi4-mini

Pong

PROTEINS_full

Py150

PyT

Qwen2.5-3B

Robotic manipulation dataset

SALAD-Bench

SDXL

Seaquest

SEEDBench

SFC

SG-Implicit

SG-Implicit√

SG-Origin

ShapeNet

ShapeNetPart

SORRY-Bench

Space Invaders

SST

StableLM-3B

STL10

StrategyQA

text completion

Twitter

VGG-16

Vicuna 7B

Vicuna-7B

ViTs

Vizwiz Caption

VLBreakBench

Wiki Toxic

2Wiki-MultihopQA

3D SemanticAE generation

AdvBench Harmful Behaviors

AdvBench Subset

AdvBench-50

AdvBench+StrongReject

AdvBench50

AdversarialBench

AdvSuffixes

AgeDB

AgeDB-30

AIlluminate

AIR-Bench 2024

Ali-CVR

AmazonQA

Android-In-The-Zoo (AitZ)

AndroidControl

artistic style erasure

Arxiv

AVeriTeC

BA-2motifs

BABYBLUE supplementary dataset

banned objects

BAShapes

BBBP

bbcnews

BigVul

billsum

Bitcoin

BLINK

BUS-BRA

BUSI

BZR

CA

CAGE-2

CC3M

CelebA-Identity

CelebHQ-A

CHATGPT-API

Chinese

church prompts

CIFAR-10 (ResNet18)

CIFAR10DVS

CINIC

Claude 3.5 Sonnet

Claude 3.5 Sonnet v2

Claude 3.7

CNN/Dailymail

COCO2017

CodeGeneration-PA

Cogview3

COLOR-3

COLORS-3

Cross-Lingual Pitfalls dataset

CSRT dataset

custom dataset of 2,700 DMQs

CYBERSECEVAL3

DALL-E 3

DALL·E 2

DALL·E 3

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

Flickr8K

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-3.5 Turbo

GPT-3.5-turbo

GPT-4 Turbo

GPT-4-turbo

GPT-4.1

GPT-4o mini

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

ImageNet100

In-the-Wild Jailbreak Benchmark

Inc-v3*

Inc-v3ens3

Inc-v3ens4

IncR-v2ens

Inj-SQuAD

Inj-TriviaQA

InternVL2-40B

InternVL2-8B

JailBreakV

KAIST

KID-F

LADN dataset

LAION-5B

Leetcode-PA

Leonardo

LifeIns

LLaMA 3.1 405B

Llama-3.1

Llama-3.1-405B

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

MS COCO

MSRC21

MSRS

MultiRC

MuSiQue

MVBench

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

OxfordPet

OxfordPets

Pacman

PACS

PaintingForm

parachute prompts

PCAM

Phishing

Physical dataset

PolBlogs

PR

preference-collection

PROTEINS

PROTEINS-full

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

simplerEnv

SIUO

SON

SPARK-API

SST5

Stanf.Cars

StatPearls

SUN397

Textbook

THSD

Tiny ImageNet

tiny-SafeBench

TMCHT

Tongyiwanxiang

Tree-Circles

Tree-Grid

TrustLLM

TSSB

UCF101

UCI-HAR

UDIAT

UML Classes With Specs

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

WikiCS

WildAttack

XSTest

YelpChi

YFCC15M