git-disl/awesome_LLM-harmful-fine-tuning-papers

A survey on harmful fine-tuning attack for large language model

Size: 5.66 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 167 - Forks: 5

git-disl/awesome-LLM-game-agent-papers

A Survey on Large Language Model-Based Game Agents

Size: 103 KB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 586 - Forks: 23

git-disl/GTLLMZoo

GTLLMZoo: A comprehensive framework that aggregates LLM benchmark data from multiple sources with an interactive UI for efficient model comparison, filtering, and evaluation across performance, safety, and efficiency metrics.

Language: Python - Size: 5.16 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 3 - Forks: 0

git-disl/TOG

Real-time object detection is one of the key applications of deep neural networks (DNNs) for real-world mission-critical systems. While DNN-powered object detection systems celebrate many life-enriching opportunities, they also open doors for misuse and abuse. This project presents a suite of adversarial objectness gradient attacks, coined as TOG, which can cause the state-of-the-art deep object detection networks to suffer from untargeted random attacks or even targeted attacks with three types of specificity: (1) object-vanishing, (2) object-fabrication, and (3) object-mislabeling. Apart from tailoring an adversarial perturbation for each input image, we further demonstrate TOG as a universal attack, which trains a single adversarial perturbation that can be generalized to effectively craft an unseen input with a negligible attack time cost. Also, we apply TOG as an adversarial patch attack, a form of physical attacks, showing its ability to optimize a visually confined patch filled with malicious patterns, deceiving well-trained object detectors to misbehave purposefully.

Language: Jupyter Notebook - Size: 59 MB - Last synced at: 27 days ago - Pushed at: about 2 years ago - Stars: 135 - Forks: 41

git-disl/llm-topla

Language: Jupyter Notebook - Size: 612 KB - Last synced at: 11 days ago - Pushed at: 5 months ago - Stars: 6 - Forks: 1

git-disl/Antidote

Language: Shell - Size: 4.58 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

git-disl/Booster

This is the official code for the paper "Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturbation" (ICLR2025).

Language: Shell - Size: 293 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 19 - Forks: 0

git-disl/Safety-Tax

This is the official code for the paper "Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable".

Language: Python - Size: 4.75 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 8 - Forks: 0

git-disl/Virus

This is the official code for the paper "Virus: Harmful Fine-tuning Attack for Large Language Models Bypassing Guardrail Moderation"

Language: Python - Size: 90.3 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 41 - Forks: 2

git-disl/PFT

Language: Python - Size: 219 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

git-disl/Vaccine

This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)

Language: Shell - Size: 730 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 19 - Forks: 0

git-disl/EVA

Fast Edge Video Analytics

Language: C++ - Size: 86.9 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 3

git-disl/DataPoisoning_FL

Code for Data Poisoning Attacks Against Federated Learning Systems

Language: Python - Size: 24.4 KB - Last synced at: 7 months ago - Pushed at: almost 4 years ago - Stars: 169 - Forks: 55

git-disl/EENet

Code for Adaptive Deep Neural Network Inference Optimization with EENet

Language: Python - Size: 739 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 2

git-disl/EnsembleBench

A holistic framework for promoting high diversity ensemble learning.

Language: Python - Size: 113 KB - Last synced at: 17 days ago - Pushed at: 9 months ago - Stars: 14 - Forks: 2

git-disl/PokeLLMon

Language: Python - Size: 8.66 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 168 - Forks: 14

git-disl/Lisa

This is the official code for the paper "Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning"

Language: Python - Size: 46.9 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 5 - Forks: 0

git-disl/recap

Code for CVPR24 Paper - Resource-Efficient Transformer Pruning for Finetuning of Large Models

Language: Python - Size: 43.9 KB - Last synced at: 9 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

git-disl/GPTLens-Demo

This demo provides a scenario-based walkthrough of how GPTLens utilizes LLMs to examine smart contract code and detect vulnerabilities.

Language: Solidity - Size: 29.4 MB - Last synced at: 9 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

git-disl/GTDLBench

Benchmarking Deep Learning Frameworks

Language: Python - Size: 16.8 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 9 - Forks: 3

git-disl/BERT4ETH

BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection (WWW23)

Language: Python - Size: 6.88 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 95 - Forks: 15

git-disl/GPTLens

Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives (TPS23)

Language: Solidity - Size: 3.96 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 50 - Forks: 5

git-disl/ZipZap

Language: Python - Size: 258 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

git-disl/GRING

Language: Go - Size: 6.87 MB - Last synced at: 11 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 2

git-disl/LRBench

A learning rate recommending and benchmarking tool.

Language: Python - Size: 11.1 MB - Last synced at: 9 months ago - Pushed at: almost 2 years ago - Stars: 19 - Forks: 1

git-disl/Lockdown

A backdoor defense for federated learning via isolated subspace training (NeurIPS2023)

Language: Python - Size: 7.05 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

git-disl/DP-Ensemble

Diversity Optimized Ensemble

Language: Python - Size: 27.3 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 1

git-disl/EllipticPlusPlus

Elliptic++ Dataset: A Graph Network of Bitcoin Blockchain Transactions and Wallet Addresses

Language: Jupyter Notebook - Size: 7.37 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 26 - Forks: 12

git-disl/HeteRobust

Language: Python - Size: 131 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

git-disl/octopus

Language: Python - Size: 12 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

git-disl/LRBenchPlusPlus

Language: Jupyter Notebook - Size: 18 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

git-disl/EMO

Efficient Multi-Object Tracking for Edge devices

Language: Python - Size: 174 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

git-disl/CLDP

Secure and utility-aware data collection with condensed local differential privacy

Size: 8.79 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 13 - Forks: 6

git-disl/DP_modelpublishing

Language: Python - Size: 45.9 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 3

git-disl/GTAttackPod

Deep neural networks (DNNs) have demonstrated impressive performance on many challenging machine learning tasks. However, DNNs are vulnerable to adversarial inputs generated by adding maliciously crafted perturbations to the benign inputs. As a growing number of attacks have been reported to generate adversarial inputs of varying sophistication, the defense-attack arms race has been accelerated. This project collects state-of-the-art attack algorithms and organizes them with a easy-to-use interface.

Language: Python - Size: 7.58 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 23

git-disl/FUSE

Robust Object Detection Fusion Against Deception

Language: Python - Size: 256 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

git-disl/DeepRest Fork of IBM/api-tracing-app-management

Deep Learning for API-aware Resource Estimation

Size: 1.41 GB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

git-disl/EDI

Language: Python - Size: 11.3 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

git-disl/DLEdge

This project accelerates deep learning models on the edge with the support of running ensemble learning for performance improvement. The current version accelerates YOLO object detectors with Intel Neural Compute Stick 2 using parallel programming.

Language: Python - Size: 42.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 5

git-disl/Perception-Poisoning

Perception Poisoning Attacks in Federated Learning

Language: Python - Size: 1.98 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1

git-disl/STDLens

Size: 360 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

git-disl/CPL_attack

Language: Jupyter Notebook - Size: 23.4 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 24 - Forks: 7

git-disl/DLForecast

Graph mining of the bitcoin transaction data for tasks such as transaction prediction.

Language: Python - Size: 14.9 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 0

git-disl/MSJE

MSJE Pytorch implementation

Language: Python - Size: 17 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

git-disl/XMemPod

A disaggregated memory orchestration system that virtualizes cluster wide memory to scale data intensive, large memory workloads in virtualized clouds

Language: Batchfile - Size: 665 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 11 - Forks: 1

git-disl/AdaTrace

Utility-aware synthesis of differentially private and attack-resilient location traces

Language: Java - Size: 11 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 10 - Forks: 7

git-disl/Valet

Efficient Orchestration of Host and Remote Shared Memory for Memory Intensive Workloads

Language: C - Size: 84 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

git-disl/HQ-Ensemble

Hierarchical Ensemble Pruning

Language: Python - Size: 16.6 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

git-disl/GRING-App-Disease_Classification

G-RING application : Implementation of disease classification federated learning task on G-RING

Language: Go - Size: 25.4 KB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

git-disl/Fed-CDP

Gradient-Leakage Resilient Federated Learning

Language: Python - Size: 396 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 7

git-disl/membership_vulnerability

Language: Python - Size: 17.6 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

git-disl/FastSwap

Dynamic and Transparent Memory Sharing for Accelerating Big Data Analytics Workloads in Virtualized Cloud

Language: C - Size: 618 KB - Last synced at: about 2 years ago - Pushed at: over 8 years ago - Stars: 15 - Forks: 0

git-disl/GRING-App-Face_Exp_recog

G-RING application : Face Expression Recognition Federated Learning

Language: Go - Size: 5.7 MB - Last synced at: 11 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

git-disl/CNetMem

Language: C - Size: 693 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

git-disl/RDMAbox

Language: C - Size: 7.92 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

git-disl/MD-CNN

Network Code for Multi-Dimension Convolutional Neural Network for Bug Localization

Language: Python - Size: 17.9 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

git-disl/SEJE

SEJE Pytorch implementation

Language: Python - Size: 4.95 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 2

git-disl/TripleBit

TripleBit, a fast and compact system for large scale RDF graph. This is a mirror of https://github.com/CGCL-codes/TripeBit.

Language: C++ - Size: 145 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

git-disl/PathGraph

PathGraph, a path-centric graph processing system for fast iterative computation on large graphs with billions of edges. This is a mirror of https://github.com/CGCL-codes/PathGraph.

Language: C++ - Size: 217 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

git-disl/XEnsemble-1.0

Code for the XEnsemble Robust Deep Learnning project

Language: Python - Size: 171 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1

git-disl/JEModelZoo

Language: Python - Size: 23.4 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

git-disl/gt-mobisim

Simulator for generating mobility traces and query traces for large numbers of mobile agents moving in a road network.

Language: Java - Size: 15.1 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

git-disl/GTMobisim-Visualizer

Language: Java - Size: 21.4 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

git-disl/GTModelZoo

Language: HTML - Size: 245 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

git-disl/website_template

This repository maintains the website templates for DiSL projects.

Size: 1000 Bytes - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

git-disl/project_template

This repository maintains the project templates for DiSL projects.

Size: 1.95 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 2