Chi Zhang, Biru Zhu, Wei Wang, Chong Fu, Xiangyang Luo, Yao Zhao
{"title":"Taming the Shapeshifter: A Dynamic Framework for Detecting and Defending Against Self-Evolving Automated Jailbreak Attacks","authors":"Chi Zhang, Biru Zhu, Wei Wang, Chong Fu, Xiangyang Luo, Yao Zhao","doi":"10.1109/tifs.2026.3744634","DOIUrl":"https://doi.org/10.1109/tifs.2026.3744634","url":null,"abstract":"","PeriodicalId":13492,"journal":{"name":"IEEE Transactions on Information Forensics and Security","volume":"35 1","pages":""},"PeriodicalIF":6.8,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226457","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"HEDGE: Hyperbolic-Enhanced and Dynamic Edge-Aware Graph Network for Social Bot Detection","authors":"Zekun Liu, Yaguang Lin, Xiaoming Wang","doi":"10.1109/tifs.2026.3744622","DOIUrl":"https://doi.org/10.1109/tifs.2026.3744622","url":null,"abstract":"","PeriodicalId":13492,"journal":{"name":"IEEE Transactions on Information Forensics and Security","volume":"64 1","pages":""},"PeriodicalIF":6.8,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226441","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Publicly Verifiable Homomorphic Secret Sharing with Context and Result Hiding","authors":"Jinyuan Li, Liang Feng Zhang","doi":"10.1109/tifs.2026.3744639","DOIUrl":"https://doi.org/10.1109/tifs.2026.3744639","url":null,"abstract":"","PeriodicalId":13492,"journal":{"name":"IEEE Transactions on Information Forensics and Security","volume":"12 1","pages":""},"PeriodicalIF":6.8,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226446","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mengqian Li, Youliang Tian, Junpeng Zhang, Ruixin Song, Ze Yang, Jinbo Xiong, Jianfeng Ma
{"title":"Secure and Efficient Model Aggregation for Resilient Federated Learning","authors":"Mengqian Li, Youliang Tian, Junpeng Zhang, Ruixin Song, Ze Yang, Jinbo Xiong, Jianfeng Ma","doi":"10.1109/tifs.2026.3744614","DOIUrl":"https://doi.org/10.1109/tifs.2026.3744614","url":null,"abstract":"","PeriodicalId":13492,"journal":{"name":"IEEE Transactions on Information Forensics and Security","volume":"1 1","pages":""},"PeriodicalIF":6.8,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226471","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"FREGAT: An FSM Reverse Engineering Method using Graph Attention Network on Scan-Dump Data","authors":"Zhaoxuan Dong, Aijiao Cui, Gang Qu","doi":"10.1109/tifs.2026.3744621","DOIUrl":"https://doi.org/10.1109/tifs.2026.3744621","url":null,"abstract":"","PeriodicalId":13492,"journal":{"name":"IEEE Transactions on Information Forensics and Security","volume":"14 1","pages":""},"PeriodicalIF":6.8,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226477","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Sequential Comics for Jailbreaking Multimodal Large Language Models via Structured Visual Storytelling","authors":"Deyue Zhang, Dongdong Yang, Junjie Mu, Quanchen Zou, Zonghao Ying, Wenzhuo Xu, Zhao Liu, Xuan Wang, Xiangzheng Zhang","doi":"10.1109/tifs.2026.3734766","DOIUrl":"https://doi.org/10.1109/tifs.2026.3734766","url":null,"abstract":"","PeriodicalId":13492,"journal":{"name":"IEEE Transactions on Information Forensics and Security","volume":"7 1","pages":""},"PeriodicalIF":6.8,"publicationDate":"2026-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149009992","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Xinze Li, Jin Cao, Ben Niu, Chao Shang, Yinghui Zhang, Hui Li
{"title":"CAN-SHIELD: A Sensitive Hierarchical Intelligent Encryption and Layered Defense Mechanism for In-Vehicle CAN systems","authors":"Xinze Li, Jin Cao, Ben Niu, Chao Shang, Yinghui Zhang, Hui Li","doi":"10.1109/tifs.2026.3734784","DOIUrl":"https://doi.org/10.1109/tifs.2026.3734784","url":null,"abstract":"","PeriodicalId":13492,"journal":{"name":"IEEE Transactions on Information Forensics and Security","volume":"22 1","pages":""},"PeriodicalIF":6.8,"publicationDate":"2026-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149010070","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}