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aflplusplus

afl++ is afl 2.56b with community patches, AFLfast power schedules, qemu 3.1 upgrade + laf-intel support, MOpt mutators, InsTrim instrumentation, unicorn_mode and a lot more!

ast-node-encoding

A tool to convert nodes in an Abstract Syntax Tree into vector embeddings

astnn

bgnn4vd

BGNN4VD: Constructing Bidirectional Graph Neural-Network for Vulnerability Detection

c-code-slicer

competition-baseline

数据科学竞赛各种baseline代码、思路分享

deepwukong

defects4j

A Database of Real Faults and an Experimental Infrastructure to Enable Controlled Experiments in Software Engineering Research

devign

Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks

devign-1

dg

[LLVM Static Slicer] Various program analyses, construction of dependence graphs and program slicing of LLVM bitcode.

dive-into-dl-pytorch

Dive into Deep Learning (动手学深度学习) with PyTorch.

fics

function-level-vulnerability-dataset

Labeled vulnerable functions statistics analysis and neural network training

function_representation_learning

Vulnerability Discovery with Function Representation Learning from Unlabeled Projects

funded_nisl

FUNDED is a novel learning framework for building vulnerability detection models.

gam

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

graph-ast

A tool to provide the graph representation of the source code based on the paper: "Learning to Represent Program with Graph, ICLR'18"

iclr20-great

Data and Code for Reproducing "Global Relational Models of Source Code"

isf

ISF(Industrial Control System Exploitation Framework)，a exploitation framework based on Python

linevd

Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)

metarget

Metarget is a framework providing automatic constructions of vulnerable infrastructures.

msr_20_code_vulnerability_csv_dataset

A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries

ncc

Neural Code Comprehension: A Learnable Representation of Code Semantics

php-cfg

A Control Flow Graph implementation in PHP

representationslearningfrommulti_domain

To learn function representations from multi-domain knowledge bases for software vulnerability detection.

reveal

svd-transformer

sysevr_fix

https://github.com/SySeVR/SySeVR 项目的所需依赖和部分修改后的代码

taintphp

Taint Analysis for PHP