liujie40's repositories

AI_Security_Library

Ai与Web安全相关资料的总结库,包括认为写的比较好的一些博客、项目、数据等

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AnoGraph

Sketch-Based Anomaly Detection in Streaming Graphs

License:Apache-2.0Stargazers:0Issues:0Issues:0

anomaly_transformer_pytorch

PyTorch implementation of Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy

License:MITStargazers:0Issues:0Issues:0

APT-ProvenanceGraph

该资源是各种溯源图相关的论文和资源总结(含PPT),涉及APT攻击检测、入侵检测、流量日志检测、系统安全等领域,希望对大家有所帮助~

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Audit-log-analysis

Have fun with audit log analysis :)

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BRON

Linking Threat Tactics, Techniques, and Patterns with Defensive Weaknesses, Vulnerabilities and Affected Platform Configurations

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deep_gcns_torch

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

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DeepCASE-1

Original implementation and resources of DeepCASE as in the S&P '22 paper

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DeepLearning-1

深度学习入门教程, 优秀文章, Deep Learning Tutorial

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DRA

Official PyTorch implementation of the paper “Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection”, open-set anomaly detection, few-shot anomaly detection.

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Drain3

Drain log template miner in Python3

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FedML

A Research-Industry integrated Federated Learning Library, backed by FedML, Inc (https://FedML.ai). Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)

License:Apache-2.0Stargazers:0Issues:0Issues:0

ILearnDeepLearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

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insider-threat-example

Example notebook for examining insider threat

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Integrated-Gradients

Attributing predictions made by the Inception network using the Integrated Gradients method

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MachineUnlearning

Code related to the paper "Machine Unlearning for Features and Labels"

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MemStream

MemStream: Memory-Based Streaming Anomaly Detection

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openmlsys-zh

《Machine Learning Systems: Design and Implementation》- Chinese Version

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OpenNE

An Open-Source Package for Network Embedding (NE)

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pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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Python-zero2one

该资源是作者《Python从零到壹》系列文章的对应代码,该系列包括200篇原创博客,涉及基础语法、网络爬取、大数据分析、机器学习、图像处理、人工智能、文本挖掘、图像识别等领域。希望打造一个高质量的Python Family系列,帮助更多初学者,感谢您的点赞~

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SPADE

SPADE: Support for Provenance Auditing in Distributed Environments

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subook

🎨 A simple beautiful LaTeX theme for books, thesis, note.

License:LPPL-1.3cStargazers:0Issues:0Issues:0

tensorflow-1

An Open Source Machine Learning Framework for Everyone

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the-economist-ebooks

经济学人(含音频)、纽约客、自然、新科学人、卫报、科学美国人、连线、大西洋月刊、国家地理等英语杂志免费下载、订阅(kindle推送),支持epub、mobi、pdf格式, 每周更新. The Economist 、The New Yorker 、Nature、The Atlantic 、New Scientist、The Guardian、Scientific American、Wired magazines, free download and subscription for kindle, mobi、epub、pdf format.

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Threat-Hunting-and-Detection

Repository for threat hunting and detection queries, tools, etc.

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ThreatHunter-Playbook

A community-driven, open-source project to share detection logic, adversary tradecraft and resources to make detection development more efficient.

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Transformer-Models-from-Scratch

implementing various transformer models for various tasks

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WatchAD

AD Security Intrusion Detection System

License:GPL-3.0Stargazers:0Issues:0Issues:0