孟丹｜中国科学技术大学｜学者主页

2026

CryptPEFT: Efficient and Private Neural Network Inference via Parameter-Efficient Fine-Tuning

Saisai Xia, Wenhao Wang, Zihao Wang, Yuhui Zhang, Yier Jin, Dan Meng, Rui Hou

Network and Distributed System Security Symposium

DOI

2024

x86处理器向量条件访存指令安全脆弱性分析

李丹萍，朱子元，史岗，孟丹

《计算机学报》

2024

基于集成学习技术的恶意软件检测方法

李芳，朱子元，闫超，孟丹

《信息安全学报》

2024

When LLMs meet cybersecurity: a systematic literature review

Jie Zhang, Haoyu Bu, Hui Wen, Yongji Liu, Haiqiang Fei, Rongrong Xi, Lun Li, Yun Yang, Hongsong Zhu, Dan Meng

Cybersecurity

DOI

2024

Stealthy Backdoor Attack Towards Federated Automatic Speaker Verification

Long-Ling Zhang, Lyqi Liu, Dan Meng, Jun Wang, Sheng-Shan Hu

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2023

支持隐私保护的端云协同训练

高祥云，孟丹，罗明凯，王俊，张丽平，孔超

《华东师范大学学报(自然科学版)》

2023

Making Users Indistinguishable: Attribute-wise Unlearning in Recommender Systems

Yuyuan Li, Chaochao Chen, Xiao-Lin Zheng, Yizhao Zhang, Zhongxuan Han, Dan Meng, Jun Wang

ACM Multimedia

DOI

2023

FedPerturb: Covert Poisoning Attack on Federated Learning via Partial Perturbation

Tong Jin, Zhihui Fu, Dan Meng, Jun Wang, Yue Qi, Gui-Tao Cao

European Conference on Artificial Intelligence

DOI

2023

Differentially Private Sparse Mapping for Privacy-Preserving Cross Domain Recommendation

Weiming Liu, Xiao-Lin Zheng, Chao-Chao Chen, Mengling Hu, Xinting Liao, Fan Wang, Yan-Chao Tan, Dan Meng, Jun Wang

ACM Multimedia

DOI

2023

UltraRE: Enhancing RecEraser for Recommendation Unlearning via Error Decomposition

Yuyuan Li, Chao-Chao Chen, Yizhao Zhang, Weiming Liu, Lingjuan Lyu, Xiao-Lin Zheng, Dan Meng, Jun Wang

Neural Information Processing Systems

DOI

2023

Backdoor Attack Against Automatic Speaker Verification Models in Federated Learning

Dan Meng, Xue Wang, Jun Wang

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2022

互联网信息服务内容安全要求及评估框架研究

王宇航，郭涛，张潇丹，孟丹，韩冀中，周熙

《信息安全学报》

2022

基于边界检测的安全数据预取方案

吝常青，田鑫，侯锐，孟丹

《信息安全学报》

2022

基于系统溯源图的威胁发现与取证分析综述

冷涛，蔡利君，于爱民，朱子元，马建刚，李超飞，牛瑞丞，孟丹

《通信学报》

2021

DeepMal: maliciousness-Preserving adversarial instruction learning against static malware detection

Chun Yang, Jinghui Xu, Shuangshuang Liang, Yanna Wu, Yu Wen, Boyang Zhang, Dan Meng

Cybersecurity

DOI

2021

DeepHunter: A Graph Neural Network Based Approach for Robust Cyber Threat Hunting

Renzheng Wei, Lijun Cai, Li-Xin Zhao, Aimin Yu, Dan Meng

Security and Privacy in Communication Networks

DOI

2020

基于底层数据流分析的恶意软件检测方法

韩锦荣，张元曈，朱子元，孟丹

《信息安全学报》

DOI

2020

An Approach for Poisoning Attacks against RNN-Based Cyber Anomaly Detection

Jinghui Xu, Yu Wen, Chun Yang, Dan Meng

International Conference on Trust, Security and Privacy in Computing and Communications

DOI

2020

A novel network traffic classification approach via discriminative feature learning

Li-Xin Zhao, Lijun Cai, Aimin Yu, Zhen Xu, Dan Meng

ACM Symposium on Applied Computing

DOI

2020

GuardSpark++: Fine-Grained Purpose-Aware Access Control for Secure Data Sharing and Analysis in Spark

Tao Xue, Yu Wen, Bo Luo, Boyang Zhang, Yang Zheng, Yan-Fei Hu, Ying-Jiu Li, Gang Li, Dan Meng

Asia-Pacific Computer Systems Architecture Conference

DOI

2020

MLTracer: Malicious Logins Detection System via Graph Neural Network

Fucheng Liu, Yu Wen, Yanna Wu, Shuangshuang Liang, Xi-He Jiang, Dan Meng

International Conference on Trust, Security and Privacy in Computing and Communications

DOI

2019

软件定义网络流的安全要素知识图谱研究

游瑞邦，袁子牧，涂碧波，孟丹

《信息安全学报》

DOI

2019

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

Fucheng Liu, Yu Wen, Dongxue Zhang, Xi-He Jiang, Xinyu Xing, Dan Meng

Conference on Computer and Communications Security

DOI

2019

DDM: A Demand-Based Dynamic Mitigation for SMT Transient Channels

Yue Zhang, Ziyuan Zhu, Dan Meng

2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom)

DOI

2019

Embedding Learning with Heterogeneous Event Sequence for Insider Threat Detection

Jia-Rong Wang, Lijun Cai, Aimin Yu, Dan Meng

IEEE International Conference on Tools with Artificial Intelligence

DOI

2019

Building Trust in Container Environment

Yunlong Guo, Aimin Yu, Xiaoli Gong, Li-Xin Zhao, Lijun Cai, Dan Meng

2019 18th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/13th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE)

DOI

2019

AGE: Authentication Graph Embedding for Detecting Anomalous Login Activities

Renzheng Wei, Lijun Cai, Aimin Yu, Dan Meng

International Conference on Information, Communications and Signal Processing

DOI

2019

CTLMD: Continuous-Temporal Lateral Movement Detection Using Graph Embedding

Suya Zhao, Renzheng Wei, Lijun Cai, Aimin Yu, Dan Meng

International Conference on Information, Communications and Signal Processing

DOI

2019

A Deep Malware Detection Method Based on General-Purpose Register Features

Fang Li, Chao Yan, Ziyuan Zhu, Dan Meng

International Conference on Conceptual Structures

DOI

2019

HeteroUI: A Framework Based on Heterogeneous Information Network Embedding for User Identification in Enterprise Networks

Meng Li, Lijun Cai, Aimin Yu, Haibo Yu, Dan Meng

International Conference on Information, Communications and Signal Processing

DOI

2019

Prototype-Based Malware Traffic Classification with Novelty Detection

Li-Xin Zhao, Lijun Cai, Aimin Yu, Zhen Xu, Dan Meng

International Conference on Information, Communications and Signal Processing

DOI

2018

基于配件加权标记的代码重用攻击防御框架

马梦雨，陈李维，史岗，孟丹

《信息安全学报》

2018

抓科技提升促产业发展推动国家网络空间安全战略实现新跨越

孟丹

《中国信息安全》

2018

TempatMDS: A Masquerade Detection System Based on Temporal and Spatial Analysis of File Access Records

Jia-Rong Wang, Lijun Cai, Aimin Yu, Min Zhu, Dan Meng

2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/ 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE)

DOI

2018

A Convolutional Neural Network based Classifier for Uncompressed Malware Samples

Chun Yang, Yu Wen, Jian-Bin Guo, Hai-Tao Song, Linfeng Li, Haoyang Che, Dan Meng

DOI

2018

Security-first architecture: deploying physically isolated active security processors for safeguarding the future of computing

Dan Meng, Rui Hou, Gang Shi, Bibo Tu, Aimin Yu, Ziyuan Zhu, Xiaoqi Jia, Peng Liu

Cybersecurity

DOI

2018

A General and Expandable Insider Threat Detection System Using Baseline Anomaly Detection and Scenario-Driven Alarm Filters

Guang Yang, Lijun Cai, Aimin Yu, Dan Meng

2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/ 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE)

DOI

2018

SecArch'18: 1st Workshop of Security-Oriented Designs of Computer Architectures and Processors

Dan Meng

Conference on Computer and Communications Security

DOI

2018

Role-based Log Analysis Applying Deep Learning for Insider Threat Detection

Dongxue Zhang, Yang Zheng, Yu Wen, Yujue Xu, Jing-Chuo Wang, Yang Yu, Dan Meng

DOI

2018

Security-first Architecture: Deploying Single-direction Physically Isolated Active Security Processors for Safeguarding the Future Computing

Dan Meng

DOI

2018

Potential Malicious Insiders Detection Based on a Comprehensive Security Psychological Model

Guang Yang, Lijun Cai, Aimin Yu, Jian-Gang Ma, Dan Meng, Yuehua Wu

International Conference on Big Data Computing Service and Applications

DOI

2017

内存数据污染攻击和防御综述

马梦雨，陈李维，孟丹

《信息安全学报》

2017

系统安全隔离技术研究综述

郑显义，史岗，孟丹

《计算机学报》

2017

虚拟化软件栈安全研究

朱民，涂碧波，孟丹

《计算机学报》

2017

HA-VMSI: A Lightweight Virtual Machine Isolation Approach with Commodity Hardware for ARM

Min Zhu, Bibo Tu, Wei Wei, Dan Meng

International Conference on Virtual Execution Environments

DOI

2016

面向内部威胁检测的用户跨域行为模式挖掘

文雨，王伟平，孟丹

《计算机学报》

2016

TrustZone技术的分析与研究

郑显义，李文，孟丹

《计算机学报》

2016

代码重用攻击与防御机制综述

柳童，史岗，孟丹

《信息安全学报》

2016

内部威胁检测研究

杨光，马建刚，于爱民，孟丹

《信息安全学报》

2016

创刊词

孟丹

《信息安全学报》

2016

基于加权贝叶斯网络的隐私数据发布方法

王良，王伟平，孟丹

《计算机研究与发展》

2016

Delta-Generalization: High Accuracy Data Release for Privacy Preserving

Liang Wang, Weiping Wang, Jingzi Gu, Dan Meng

2016 IEEE Trustcom/BigDataSE/ISPA

DOI

2016

デルタ一般化:プライバシー保護のための高精度データリリース【Powered by NICT】

Liang Wang, Wei-Ping Wang, Jing-Zi Gu, Dan Meng

2016

Privacy Preserving Data Publishing via Weighted Bayesian Networks

Liang Wang, Wei-Ping Wang, Dan Meng

DOI

2016

重み付きベイジアンネットワークに基づくプライバシデータ配布方法【JST・京大機械翻訳】

Liang Wang, Wei-Ping Wang, Dan Meng

2015

FVSk-匿名:一种基于k-匿名的隐私保护方法

王良，王伟平，孟丹

《高技术通讯》

2015

A Role-Based Model of Linux Privilege Management and its Implementation

Yanzhao Li, Bibo Tu, Min Zhu, Dan Meng

International Conference on Computational Intelligence and Communication Networks

DOI

2015

An empirical study of morphing on behavior-based network traffic classification

Buyun Qu, Zhibin Zhang, Xing-Quan Zhu, Dan Meng

Secur. Commun. Networks

DOI

2015

F k‐匿名性:匿名性に基づく匿名プライバシー保護法

Liang Wang, Wei-Ping Wang, Dan Meng

2014

一种基于文法压缩的日志异常检测算法

高赟，周薇，韩冀中，孟丹

《计算机学报》

2014

基于物联网安全的信任机制构建研究

孟丹

《能源与节能》

2014

Operating system address space randomized distribution system and method

Ruibang You, Bibo Tu, Dan Meng

2014

DATAEvictor: To Reduce the Leakage of Sensitive Data Targeting Multiple Memory Copies and Data Lifetimes

Min Zhu, Bibo Tu, Ruibang You, Yanzhao Li, Dan Meng

International Conference on Trusted Systems

DOI

2014

Online Anomaly Detection by Improved Grammar Compression of Log Sequences

Yun Gao, Wei Zhou, Zhang Zhang, Jizhong Han, Dan Meng, Zhi-Yong Xu

SDM

DOI

2013

从系统结构角度看计算机安全

孟丹

《保密科学技术》

2012

An empirical study of morphing on network traffic classification

Buyun Qu, Zhibin Zhang, Le Guo, Xing-Quan Zhu, Li Guo, Dan Meng

7th International Conference on Communications and Networking in China

DOI

2012

A Hardware-Based TCP Stream State Tracking and Reassembly Solution for 10G Backbone Traffic

Yanrong Zhao, Ruan Yuan, Weiping Wang, Dan Meng, Shubin Zhang, Jun Yu Li

2012 IEEE Seventh International Conference on Networking, Architecture, and Storage

DOI

2012

On Accuracy of Early Traffic Classification

Buyun Qu, Zhibin Zhang, Li Guo, Dan Meng

2012 IEEE Seventh International Conference on Networking, Architecture, and Storage

DOI

2010

Online Event Correlations Analysis in System Logs of Large-Scale Cluster Systems

Wei Zhou, Jianfeng Zhan, Dan Meng, Zhi-Hong Zhang

IFIP International Conference on Network and Parallel Computing

DOI

精选作品

期刊论文

CryptPEFT: Efficient and Private Neural Network Inference via Parameter-Efficient Fine-Tuning

x86处理器向量条件访存指令安全脆弱性分析

基于集成学习技术的恶意软件检测方法

When LLMs meet cybersecurity: a systematic literature review

Stealthy Backdoor Attack Towards Federated Automatic Speaker Verification

支持隐私保护的端云协同训练

Making Users Indistinguishable: Attribute-wise Unlearning in Recommender Systems

FedPerturb: Covert Poisoning Attack on Federated Learning via Partial Perturbation

Differentially Private Sparse Mapping for Privacy-Preserving Cross Domain Recommendation

UltraRE: Enhancing RecEraser for Recommendation Unlearning via Error Decomposition

Backdoor Attack Against Automatic Speaker Verification Models in Federated Learning

互联网信息服务内容安全要求及评估框架研究

基于边界检测的安全数据预取方案

基于系统溯源图的威胁发现与取证分析综述

DeepMal: maliciousness-Preserving adversarial instruction learning against static malware detection

DeepHunter: A Graph Neural Network Based Approach for Robust Cyber Threat Hunting

基于底层数据流分析的恶意软件检测方法

An Approach for Poisoning Attacks against RNN-Based Cyber Anomaly Detection

A novel network traffic classification approach via discriminative feature learning

GuardSpark++: Fine-Grained Purpose-Aware Access Control for Secure Data Sharing and Analysis in Spark

MLTracer: Malicious Logins Detection System via Graph Neural Network

软件定义网络流的安全要素知识图谱研究

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

DDM: A Demand-Based Dynamic Mitigation for SMT Transient Channels

Embedding Learning with Heterogeneous Event Sequence for Insider Threat Detection

Building Trust in Container Environment

AGE: Authentication Graph Embedding for Detecting Anomalous Login Activities

CTLMD: Continuous-Temporal Lateral Movement Detection Using Graph Embedding

A Deep Malware Detection Method Based on General-Purpose Register Features

HeteroUI: A Framework Based on Heterogeneous Information Network Embedding for User Identification in Enterprise Networks

Prototype-Based Malware Traffic Classification with Novelty Detection

基于配件加权标记的代码重用攻击防御框架

抓科技提升 促产业发展 推动国家网络空间安全战略实现新跨越

TempatMDS: A Masquerade Detection System Based on Temporal and Spatial Analysis of File Access Records

A Convolutional Neural Network based Classifier for Uncompressed Malware Samples

Security-first architecture: deploying physically isolated active security processors for safeguarding the future of computing

A General and Expandable Insider Threat Detection System Using Baseline Anomaly Detection and Scenario-Driven Alarm Filters

SecArch'18: 1st Workshop of Security-Oriented Designs of Computer Architectures and Processors

Role-based Log Analysis Applying Deep Learning for Insider Threat Detection

Security-first Architecture: Deploying Single-direction Physically Isolated Active Security Processors for Safeguarding the Future Computing

Potential Malicious Insiders Detection Based on a Comprehensive Security Psychological Model

内存数据污染攻击和防御综述

系统安全隔离技术研究综述

虚拟化软件栈安全研究

HA-VMSI: A Lightweight Virtual Machine Isolation Approach with Commodity Hardware for ARM

面向内部威胁检测的用户跨域行为模式挖掘

TrustZone技术的分析与研究

代码重用攻击与防御机制综述

内部威胁检测研究

创刊词

基于加权贝叶斯网络的隐私数据发布方法

Delta-Generalization: High Accuracy Data Release for Privacy Preserving

デルタ一般化:プライバシー保護のための高精度データリリース【Powered by NICT】

Privacy Preserving Data Publishing via Weighted Bayesian Networks

重み付きベイジアンネットワークに基づくプライバシデータ配布方法【JST・京大機械翻訳】

FVSk-匿名:一种基于k-匿名的隐私保护方法

A Role-Based Model of Linux Privilege Management and its Implementation

An empirical study of morphing on behavior-based network traffic classification

F k‐匿名性:匿名性に基づく匿名プライバシー保護法

一种基于文法压缩的日志异常检测算法

基于物联网安全的信任机制构建研究

Operating system address space randomized distribution system and method

DATAEvictor: To Reduce the Leakage of Sensitive Data Targeting Multiple Memory Copies and Data Lifetimes

Online Anomaly Detection by Improved Grammar Compression of Log Sequences

从系统结构角度看计算机安全

An empirical study of morphing on network traffic classification

A Hardware-Based TCP Stream State Tracking and Reassembly Solution for 10G Backbone Traffic

On Accuracy of Early Traffic Classification

Online Event Correlations Analysis in System Logs of Large-Scale Cluster Systems

预印本

vCause: Efficient and Verifiable Causality Analysis for Cloud-based Endpoint Auditing

Janus: Compiler-Based Defense Against Transient Execution Attacks Using ARM Hardware Primitives

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity

Taiyi: A high-performance CKKS accelerator for Practical Fully Homomorphic Encryption

Chameleon: An Efficient FHE Scheme Switching Acceleration on GPUs

Trinity: A General Purpose FHE Accelerator

The Road to Trust: Building Enclaves within Confidential VMs

The Early Bird Catches the Leak: Unveiling Timing Side Channels in LLM Serving Systems

抓科技提升促产业发展推动国家网络空间安全战略实现新跨越