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A건설사 ISO/IEC 27001 인증 컨설팅 사례
고객사: A 건설사 (업태: 건설업, 제조업)프로젝트 기간: 2013년 3개월 간 수행, ISO/IEC 27001 인증 획득프로젝트 …
WiKi Security's AI Insight
기존 IT인프라 보안과 다른 GPU 인프라의 보안을 위한 설계 가이드 -1
1. GPU 인프라란 무엇인가? GPU를 중심으로 한 Container기반 분산 컴퓨팅 플랫폼인 GPU인프라는 CPU기반 시스템으로 처리하기 어려운 대규모 병렬 연산(AI학습, Deep …
자연어처리(NLP) 모델 총정리 요약표(HF-based) – Video Type Models
NameFull NameArchitectureBase ModelDevelopedTraining DatasetLib. & FrameworkUse CasesHF URLGithhub URLTimeSformerTimeSformer (Time-Space Transformer)TransformerVision Transformer (ViT)2021Evaluated on datasets like Kinetics-400 and Kinetics-600PyTorchVideo classification …
자연어처리(NLP) 모델 총정리 요약표(HF-based) – Audio Type Models
NameFull NameArchitectureBase ModelDevelopedTraining DatasetLib. & FrameworkUse CasesHF URLGithhub URLAudio Spectrogram TransformerAudio Spectrogram TransformerTransformerViT2021AudioSetPyTorch, Hugging Face TransformersAudio classification, sound event detectionhttps://huggingface.co/docs/transformers/model_doc/audio-spectrogram-transformerhttps://github.com/YuanGongND/astBarkBarkGPT-like, …
자연어처리(NLP) 모델 총정리 요약표(HF-based) – Vision Type Models
NameFull NameArchitectureBase ModelDevelopedTraining DatasetLib. & FrameworkUse CasesHF URLGithhub URLBEiTBidirectional Encoder representation from Image TransformersVision TransformerViT2021ImageNet-21k, ImageNet-1kPyTorch, Hugging Face TransformersImage classification, …
자연어처리(NLP) 모델 총정리 요약표(HF-based) – Text Type Models
NameFull NameArchitectureBase ModelDevelopedTraining DatasetLib. & FrameworkUse CasesHF URLGithhub URLALBERTA Lite BERTTransformer-based sequence-to-sequenceBERT2019BookCorpus, English WikipediaTensorFlow, PyTorchNatural Language Understandinghttps://huggingface.co/albert-base-v2https://github.com/google-research/albertBambaBambaTransformerGPT-22023Bambara language corpusPyTorchBambara language …
OWASP Top10 for LLM Applicationd의 세부 테스트 케이스
GenAI(LLM) Red Team Service를 준비하면서, OWASP Top10 for LLM 기반의 세부 점검 케이스들을 정리하였습니다 …
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