Repo for SemStamp (NAACL2024) and k-SemStamp (ACL2024)

This is the source code of paper MBRS : Enhancing Robustness of DNN-based Watermarking by Mini-Batch of Real and Simulated JPEG Compression, which is received by ACM MM' 21.

The official code repo for "Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations".

Implementation of FoldMark: Protecting Protein Generative Models with Watermarking

Code for ACL 2024 long paper: Are AI-Generated Text Detectors Robust to Adversarial Perturbations?

Official repository for "PostMark: A Robust Blackbox Watermark for Large Language Models"

Code for our S&P'21 paper: Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding

The datasets and source code of the NDSS 2025 paper《BinEnhance: An Enhancement Framework Based on External Environment Semantics for Binary Code Search》(https://arxiv.org/abs/2411.01102)

[USENIX Security'24] REMARK-LLM: A robust and efficient watermarking framework for generative large language models

MarkLLM: An Open-Source Toolkit for LLM Watermarking.（EMNLP 2024 Demo）

UP-TO-DATE LLM Watermark paper. 🔥🔥🔥

Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models"

Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

Paper List for Contrastive Learning for Natural Language Processing

A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)

Update BloodHound to show password reuse without cracking passwords

Guessing passwords via Representation Learning, with style and a mixture of gaussians

A Deep Learning Approach for Password Guessing

Training and testing of linguistic passwords models.

Modeling Password Guessability Using Markov Models

Probabilistic Context Free Grammar (PCFG) password guess generator

Hunting for passwords with deep learning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Adversarial Training with Fast Gradient Projection Method against Synonym Substitution based Text Attacks

Pytorch implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB dataset