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
AnoGraph
Sketch-Based Anomaly Detection in Streaming Graphs
anomaly_transformer_pytorch
PyTorch implementation of Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy
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~
Audit-log-analysis
Have fun with audit log analysis :)
BRON
Linking Threat Tactics, Techniques, and Patterns with Defensive Weaknesses, Vulnerabilities and Affected Platform Configurations
CADET
Implementation code for the paper "CADET: Calibrated Anomaly Detection for Mitigating Hardness Bias"
DeepCASE-1
Original implementation and resources of DeepCASE as in the S&P '22 paper
DeepLearning-1
深度学习入门教程, 优秀文章, Deep Learning Tutorial
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.
Drain3
Drain log template miner in Python3
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)
insider-threat-example
Example notebook for examining insider threat
Integrated-Gradients
Attributing predictions made by the Inception network using the Integrated Gradients method
MachineUnlearning
Code related to the paper "Machine Unlearning for Features and Labels"
MemStream
MemStream: Memory-Based Streaming Anomaly Detection
openmlsys-zh
《Machine Learning Systems: Design and Implementation》- Chinese Version
OpenNE
An Open-Source Package for Network Embedding (NE)
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
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~
SPADE
SPADE: Support for Provenance Auditing in Distributed Environments
subook
🎨 A simple beautiful LaTeX theme for books, thesis, note.
tensorflow-1
An Open Source Machine Learning Framework for Everyone
tensorflow-insiderthreat
Experimental ONLY: This consolidated data of scenario-2 of the US-CERT dataset for insider threats to be used with TF 2.0 and Keras
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.
Threat-Hunting-and-Detection
Repository for threat hunting and detection queries, tools, etc.
ThreatHunter-Playbook
A community-driven, open-source project to share detection logic, adversary tradecraft and resources to make detection development more efficient.
Transformer-Models-from-Scratch
implementing various transformer models for various tasks
WatchAD
AD Security Intrusion Detection System