Jenson66

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

NativeOverleaf

Next-level academia! Repository for the Native Overleaf project, attempting to integrate Overleaf with native OS features for macOS, Linux and Windows.

Dense-Deep-Reinforcement-Learning

This repo contains the code for paper "Dense reinforcement learning for safety validation of autonomous vehicles"

SplitFed-When-Federated-Learning-Meets-Split-Learning

Releasing the source code Version1.

membership-inference

Code for the paper: Label-Only Membership Inference Attacks

DP-AGD

Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget

Active-Client-Selection-for-Communication-efficient-Federated-Learning

Active Client Selection for Federated Learning

Focused-Flip-Federated-Backdoor-Attack

Github Repo for AAAI 2023 paper: On the Vulnerability of Backdoor Defenses for Federated Learning

Federated_learning_with_differential_privacy

Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.

Data-free_Backdoor

This is the source code for Data-free Backdoor. Our paper is accepted by the 32nd USENIX Security Symposium (USENIX Security 2023).

Multi-metrics

Multi-metrics adaptively identifies backdoors in Federated learning

SemSegAdvPatch

Awesome-Federated-Learning-for-Autonomous-Driving

FedML for Autonomous Driving (AD), Intelligent Transportation Systems (ITS), Connected and Automated Vehicles (CAV)

FedRec

[AAAI 2023] Official PyTorch implementation for "Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the Defense"

FLAME

unlearning-verification

verifying machine unlearning by backdooring

KENKU

KENKU: Towards Efficient and Stealthy Black-box Adversarial Attacks against ASR Systems

FLDetector_pytorch

EludingSecureAggregation

Eluding Secure Aggregation in Federated Learning via Model Inconsistency

Poisoning_Backdoor-critical_Layers_Attack

Federated-Learning-and-Differential-Privacy

FedDefender

GradDefense

Defense against Gradient Leakage Attack

CleanSheet

Code and full version of the paper "Hijacking Attacks against Neural Network by Analyzing Training Data"

MAB-RFL

AgrAmplifier

AgrEvader

CNN-prediction-ZKP-scheme

The code corresponds to the paper “Validating the integrity of Convolutional Neural Network predictions based on Zero-Knowledge Proof“

2023-TIFS-DTIBA

Invisible backdoor attack with dynamic triggers against person re-identification (IEEE T-IFS 2023)

AgrAmp