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Jinyuan Liang's Projects

aptnotes icon aptnotes

Various public documents, whitepapers and articles about APT campaigns

camflow-dev icon camflow-dev

Generates kernel patch for CamFlow Linux Provenance Capture.

deepcase icon deepcase

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

deeplog icon deeplog

PyTorch implementation of Deeplog: Anomaly detection and diagnosis from system logs through deep learning

gdown icon gdown

Download a large file from Google Drive (curl/wget fails because of the security notice).

gepetto icon gepetto

IDA plugin which queries OpenAI's davinci-003 language model to speed up reverse-engineering

hackermind icon hackermind

各种安全相关思维导图整理收集。渗透步骤,web安全,CTF,业务安全,人工智能,区块链安全,数据安全,安全开发,无线安全,社会工程学,二进制安全,移动安全,红蓝对抗,运维安全,风控安全,linux安全

log2vec icon log2vec

Log2vec: A Heterogeneous Graph Embedding Based Approach for Detecting Cyber Threats within Enterprise

provninja icon provninja

Evading Provenance-Based ML Detectors with Adversarial System Actions

ripe icon ripe

Buffer overflow testbed, research paper published at ACSAC 2011

shadewatcher icon shadewatcher

SHADEWATCHER: Recommendation-guided Cyber Threat Analysis using System Audit Records, Oakland'22

spade icon spade

SPADE: Support for Provenance Auditing in Distributed Environments

streamspot icon streamspot

Core streaming heterogeneous graph clustering and anomaly detection code (KDD 2016)

streamspot-train icon streamspot-train

Convert training graphs to shingle vectors and compute the best clustering

tiresias icon tiresias

Pytorch implementation of Tiresias: Predicting Security Events Through Deep Learning

xanthus icon xanthus

System traces dataset generation tool.

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