基本信息
喻民 男 硕导 中国科学院信息工程研究所
电子邮件: yumin@iie.ac.cn
通信地址: 北京市海淀区树村路19号
邮政编码:100085
招生信息
招生专业
083900-网络空间安全081203-计算机应用技术
招生方向
数据安全内容安全电子数据取证
工作经历
工作简历
2012-06~2023-06,中国科学院信息工程研究所, 助理工程师/工程师/高级工程师
专利与奖励
奖励信息
(1) 省部级科学技术奖, 二等奖, 部委级, 2022(2) 省部级科学技术奖, 一等奖, 部委级, 2020(3) 省部级科学技术奖, 二等奖, 部委级, 2019(4) 省部级科学技术奖, 二等奖, 部委级, 2016
出版信息
发表论文
(1) Assessing Backdoor Risk in Deepfake Detectors, IFIP WG 11.9, 2024, 第 3 作者(2) SumSurvey: An Abstractive Dataset of Scientific Survey Papers for Long Document Summarization, ACL, 2024, 第 3 作者 通讯作者(3) X-MBA: Towards Heterogeneous Mixed Boolean-Arithmetic Deobfuscation, MILCOM, 2024, 第 2 作者 通讯作者(4) GLIMMER: Incorporating Graph and Lexical Features in Unsupervised Multi-Document Summarization, ECAI, 2024, 第 3 作者 通讯作者(5) 基于敏感特征深度域关联的Android恶意应用检测方法, 信息安全学报, 2024, 第 3 作者 通讯作者(6) TAENet: Two-branch Autoencoder Network for Interpretable Deepfake Detection, DFRWS APAC, 2024, 第 2 作者 通讯作者(7) SecureSem: Sensitive Text Classification based on Semantic Feature Optimization, EAI ICDF2C, 2024, 第 3 作者 通讯作者(8) A Dynamic Malicious Document Detection Method Based on Multi-Memory Features, IFIP WG 11.9, 2023, 第 3 作者 通讯作者(9) 面向恶意PDF文档分类的对抗样本生成方法研究, 信息安全学报, 2023, 第 3 作者 通讯作者(10) 恶意文档检测研究综述, 信息安全学报, 2021, 第 1 作者(11) A Semi-Supervised Method for Malicious PDF Detection, INTERNATIONALCONFERENCEONDIGITALFORENSICS2021, 2021, 第 3 作者 通讯作者(12) UTANSA: Static Approach for Multi-Language Malicious Web Scripts Detection, ISCC, 2021, 第 3 作者 通讯作者(13) A novel adversarial example detection method for malicious PDFs using multiple mutated classifiers, Forensic Science International: Digital Investigation, 2021, 第 3 作者 通讯作者(14) A Residual Fingerprint-Based Defense Against Adversarial Deepfakes, HPCC, 2021, 第 7 作者 通讯作者(15) FakeFilter: A cross-distribution Deepfake detection system with domain adaptation, Journal of Computer Security, 2021, 第 8 作者 通讯作者(16) FUNC-ESIM: A Dual Pairwise Attention Network for Cross-version Binary Function Matching, IJCNN, 2021, 第 3 作者 通讯作者(17) An end-to-end text spotter with text relation networks, CYBERSECURITY, 2021, 第 3 作者 通讯作者(18) Adaptive smooth l1 loss: A better way to regress scene texts with extreme aspect ratio, ISCC, 2021, 第 3 作者 通讯作者(19) Landscape-Enhanced Graph Attention Network for Rumor Detection, KSEM, 2021, 第 3 作者 通讯作者(20) NFDD: A Dynamic Malicious Document Detection Method Without Manual Feature Dictionary, WASA, 2021, 第 3 作者 通讯作者(21) Aspect and Opinion Terms Co-extraction Using Position-Aware Attention and Auxiliary Labels, KSEM, 2021, 第 3 作者 通讯作者(22) Enhancing the feature profiles of web shells by analyzing the performance of multiple detectors, IFIPINTERNATIONALCONFERENCEONDIGITALFORENSICS, 2020, 第 3 作者 通讯作者(23) CES2Vec: A Confidentiality-Oriented Word Embedding for Confidential Information Detection, ISCC, 2020, 第 3 作者 通讯作者(24) SCX-SD: Semi-supervised Method for Contextual Sarcasm Detection, KSEM, 2020, 第 3 作者 通讯作者(25) Similarity of Binaries Across Optimization Levels and Obfuscation, ESORICS 2020, 2020, 第 3 作者 通讯作者(26) A Robust Representation with Pre-trained Start and End Characters Vectors for Noisy Word Recognition, KSEM, 2020, 第 3 作者 通讯作者(27) Depthwise Separable Convolutional Neural Network for Confidential Information Analysis, KSEM, 2020, 第 3 作者 通讯作者(28) HeterSupervise: Package-level Android Malware Analysis Based on Heterogeneous Graph, HPCC, 2020, 第 3 作者 通讯作者(29) CIDetector: Semi-Supervised Method for Multi-Topic Confidential Information Detection, ECAI, 2020, 第 3 作者 通讯作者(30) Malicious documents detection for business process management based on multi-layer abstract model, FUTURE GENERATION COMPUTER SYSTEMS, 2019, 第 1 作者(31) A unified malicious documents detection model based on two layers of abstraction, HPCC, 2019, 第 1 作者(32) Warder: Online Insider Threat Detection System Using Multi-Feature Modeling and Graph-Based Correlation, MILCOM, 2019, 第 6 作者 通讯作者(33) Android Malware Family Classification Based on Sensitive Opcode Sequence, ISCC, 2019, 第 3 作者 通讯作者(34) Anomaly Detection with Graph Convolutional Networks for Insider Threat and Fraud Detection, MILCOM, 2019, 第 6 作者 通讯作者(35) Restoration as a Defense Against Adversarial Perturbations for Spam Image Detection, ICANN, 2019, 第 3 作者 通讯作者(36) A two-stage model based on BERT for short fake news detection, KSEM, 2019, 第 3 作者 通讯作者(37) Deep-BIF: Blind image forensics based on deep learning, 2019 IEEE CONFERENCE ON DEPENDABLE AND SECURE COMPUTING (DSC), 2019, 第 2 作者 通讯作者(38) Personalized Privacy-Preserving with high performance: (��,��)-anonymity, ISCC, 2018, 第 2 作者(39) URefFlow: A Unified Android Malware Detection Model Based on Reflective Calls, 2018 IEEE 37TH INTERNATIONAL PERFORMANCE COMPUTING AND COMMUNICATIONS CONFERENCE (IPCCC), 2018, 第 3 作者 通讯作者(40) Prediction and Detection of Malicious Insiders' Motivation based on Sentiment Profile on Webpages and Emails, 2018 IEEE MILITARY COMMUNICATIONS CONFERENCE (MILCOM 2018), 2018, 第 6 作者 通讯作者(41) FGFDect: A Fine-Grained Features Classification Model for Android Malware Detection, SecureComm 2018, 2018, 第 3 作者 通讯作者(42) AdvRefactor: A Resampling-Based Defense against Adversarial Attacks, ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2018, PT II, 2018, 第 3 作者 通讯作者(43) Sentiment Embedded Semantic Space for More Accurate Sentiment Analysis, KNOWLEDGE SCIENCE, ENGINEERING AND MANAGEMENT, KSEM 2018, PT II, 2018, 第 3 作者 通讯作者(44) ALDD: A Hybrid Traffic-User Behavior Detection Method for Application Layer DDoS, 2018 17TH IEEE INTERNATIONAL CONFERENCE ON TRUST, SECURITY AND PRIVACY IN COMPUTING AND COMMUNICATIONS (IEEE TRUSTCOM) / 12TH IEEE INTERNATIONAL CONFERENCE ON BIG DATA SCIENCE AND ENGINEERING (IEEE BIGDATASE), 2018, 第 3 作者 通讯作者(45) MPP: A Join-dividing Method for Multi-table Privacy Preservation, ISCC, 2018, 第 3 作者 通讯作者(46) PSDEM: A Feasible De-Obfuscation Method for Malicious PowerShell Detection, 2018 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), 2018, 第 3 作者 通讯作者(47) MRDroid: A Multi-act Classification Model for Android Malware Risk Assessment, 2018 IEEE 15TH INTERNATIONAL CONFERENCE ON MOBILE AD HOC AND SENSOR SYSTEMS (MASS), 2018, 第 3 作者 通讯作者(48) FEPDF: A Rubost Feature Extractor for the Detection of Malicious PDFs, TrustCom, 2017, 第 3 作者
科研活动
科研项目
( 1 ) 数据恢复与电子取证技术研究, 负责人, 其他, 2023-07--2025-07( 2 ) 网络空间问题研究, 负责人, 境内委托项目, 2023-07--2024-07( 3 ) 信息技术应用问题研究, 负责人, 境内委托项目, 2022-12--2024-12( 4 ) 视频人像鉴定系统证伪评测技术与标准研究, 负责人, 国家任务, 2021-12--2024-11( 5 ) 中国科学院青促会, 负责人, 中国科学院计划, 2021-01--2024-12( 6 ) 信息隐藏检测技术研究, 负责人, 其他, 2020-06--2022-06