스낵 바¶

Garak은 Adversarial 테스트를 통해 큰 언어 모델 (LLMs) 및 AI 시스템의 보안 및 견고성을 테스트하고 평가하기 위해 설계된 오픈 소스 AI 빨간색 팀 프레임 워크입니다.

설치 및 설치¶

Command	Description
`pip install garak`	Install Garak via pip
`git clone https://github.com/leondz/garak.git`	Clone from GitHub
`cd garak && pip install -e .`	Install in development mode
`garak --help`	Display help and available options
`garak --list-probes`	List all available probes
`garak --list-detectors`	List all available detectors
`garak --list-generators`	List all available generators

Command	Description
`garak --model-type openai --model-name gpt-3.5-turbo`	Test OpenAI GPT-3.5-turbo
`garak --model-type huggingface --model-name microsoft/DialoGPT-medium`	Test HuggingFace model
`garak --model-type replicate --model-name replicate/llama-2-70b-chat`	Test Replicate model
`garak --probes encoding`	Run encoding vulnerability probes
`garak --probes malwaregen`	Run malware generation probes
`garak --probes promptinject`	Run prompt injection probes

Command	Description
`garak --probes encoding.InjectBase64`	Test base64 encoding injection
`garak --probes encoding.InjectHex`	Test hexadecimal encoding injection
`garak --probes encoding.InjectMorse`	Test Morse code encoding injection
`garak --probes encoding.InjectROT13`	Test ROT13 encoding injection
`garak --probes malwaregen.Evasion`	Test malware generation evasion
`garak --probes promptinject.AttackPrompt`	Test prompt injection attacks

Command	Description
`garak --probes bias.BiasProbe`	Test for bias in model responses
`garak --probes toxicity.ToxicityProbe`	Test for toxic content generation
`garak --probes hate.HateSpeechProbe`	Test for hate speech generation
`garak --probes discrimination.DiscriminationProbe`	Test for discriminatory content

Command	Description
`garak --probes leakage.PIILeakage`	Test for PII data leakage
`garak --probes leakage.TrainingDataLeakage`	Test for training data exposure
`garak --probes leakage.SystemPromptLeakage`	Test for system prompt exposure

Command	Description
`garak --config config.yaml`	Use custom configuration file
`garak --output-dir results/`	Specify output directory
`garak --report-prefix test_run_`	Set report file prefix
`garak --parallel-requests 5`	Set number of parallel requests
`garak --temperature 0.7`	Set model temperature
`garak --max-tokens 150`	Set maximum tokens per response

Command	Description
`garak --probes myprobe.CustomProbe`	Run custom probe
`garak --probe-options '{"param": "value"}'`	Pass parameters to probe
`garak --probe-tags security,injection`	Filter probes by tags

Command	Description
`garak --detectors always.Pass`	Use always-pass detector
`garak --detectors mitigation.MitigationBypass`	Use mitigation bypass detector
`garak --detectors specialwords.SlursReclaimedSlurs`	Detect slurs and reclaimed slurs
`garak --detectors toxicity.ToxicityClassifier`	Use toxicity classifier

Command	Description
`garak --model-type openai --model-name gpt-4`	Test GPT-4
`garak --model-type openai --model-name gpt-3.5-turbo-16k`	Test GPT-3.5-turbo with 16k context
`export OPENAI_API_KEY=your_key`	Set OpenAI API key

Command	Description
`garak --model-type huggingface --model-name facebook/opt-1.3b`	Test OPT model
`garak --model-type huggingface --model-name EleutherAI/gpt-j-6B`	Test GPT-J model
`export HF_TOKEN=your_token`	Set HuggingFace token

Command	Description
`garak --model-type ggml --model-name path/to/model.bin`	Test GGML model
`garak --model-type llamacpp --model-name path/to/model.gguf`	Test llama.cpp model

Command	Description
`garak --model-list models.txt`	Test multiple models from file
`garak --probe-list probes.txt`	Run multiple probes from file
`garak --generations 10`	Set number of generations per probe
`garak --seed 42`	Set random seed for reproducibility

Command	Description
`garak --model-type openai --model-name gpt-4 --probes encoding,malwaregen,promptinject --generations 20`	Full security probe suite

Command	Description
`garak --model-type huggingface --model-name microsoft/DialoGPT-medium --probes bias,toxicity,hate --detectors specialwords`	Bias testing suite

Command	Description
`garak --model-type openai --model-name gpt-3.5-turbo --probes leakage --detectors pii`	Privacy testing suite

카지노사이트

카지노사이트

Command	Description
`garak --check-models`	Verify model connectivity
`garak --dry-run`	Test configuration without running probes
`garak --debug`	Enable debug mode
`garak --list-model-types`	Show supported model types
`pip install garak[dev]`	Install with development dependencies

Command	Description
`garak --model-type openai --model-name gpt-3.5-turbo --probes security --exit-on-fail`	Fail CI on security issues
`garak --config ci_config.yaml --report-format json > results.json`	Generate CI-friendly output