SCIS Selected Articles on Large Language Models (LLM)
信息安全 REVIEW Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 19

Artificial intelligence security and privacy: a survey
He, Xinlei; Xu, Guowen; Han, Xingshuo; Wang, Qian; Zhao, Lingchen; Shen, Chao; Lin, Chenhao; Zhao, Zhengyu; Li, Qian; Yang, Le; Ji, Shouling; Li, Shaofeng; Zhu, Haojin; Wang, Zhibo; Zheng, Rui; Zhu, Tianqing; Li, Qi; He, Chaoxiang; Wang, Qifan; Hu, Hongsheng; Wang, Shuo; Sun, Shi-Feng; Yao, Hongwei; Qin, Zhan; Chen, Kai; Zhao, Yue; Li, Hongwei; Huang, Xinyi; Feng, Dengguo
Sci China Inf Sci, 2025, 68(8): 181101
Keywords: artificial intelligence security and privacy; attacks against large language models; data poisoning; backdoor; adversarial attacks; model extraction; privacy inference; distributed training and inference defenses
Cite as: He X L, Xu G W, Han X S, et al. Artificial intelligence security and privacy: a survey. Sci China Inf Sci, 2025, 68: 181101, doi: 10.1007/s11432-025-4388-5

信息安全 REVIEW Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 16

Privacy-preserving explainable AI: a survey
Nguyen, Thanh Tam; Huynh, Thanh Trung; Ren, Zhao; Nguyen, Thanh Toan; Nguyen, Phi Le; Yin, Hongzhi; Nguyen, Quoc Viet Hung
Sci China Inf Sci, 2025, 68(1): 111101
Keywords: privacy-preserving explainable AI; privacy attacks; privacy defences; PrivEx; PPXAI
Cite as: Nguyen T T, Huynh T T, Ren Z, et al. Privacy-preserving explainable AI: a survey. Sci China Inf Sci, 2025, 68: 111101, doi: 10.1007/s11432-024-4123-4

信息安全 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Blockchain-assisted multi-keyword searchable provable data possession for cloud storage
Miao, Ying; Gai, Keke; Zhu, Liehuang
Sci China Inf Sci, 2026, 69(3): 132101
Keywords: multi-keyword searchability; provable data possession; blockchain; cloud storage
Cite as: Miao Y, Gai K K, Zhu L H. Blockchain-assisted multi-keyword searchable provable data possession for cloud storage. Sci China Inf Sci, 2026, 69: 132101, doi: 10.1007/s11432-024-4409-6

信息安全 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Witness encryption with updatable ciphertexts
Wang, Yuzhu; Zhang, Mingwu
Sci China Inf Sci, 2025, 68(3): 132109
Keywords: witness encryption; NP relation; updatable ciphertext; access control; indistinguishable obfuscation
Cite as: Wang Y Z, Zhang M W. Witness encryption with updatable ciphertexts. Sci China Inf Sci, 2025, 68: 132109, doi: 10.1007/s11432-024-4214-0

信息安全 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

TraceDFL: towards practical model confirmation and traitor tracking for decentralized federated learning
Wang, Shuai; Tian, Youliang; Xiong, Jinbo; Xiang, Axin; Bi, Renwan; Ma, Jianfeng
Sci China Inf Sci, 2026, 69(9): 199102
Keywords: decentralized federated learning; model watermark; model confirmation; model security; traitor tracking
Cite as: Wang S, Tian Y L, Xiong J B, et al. TraceDFL: towards practical model confirmation and traitor tracking for decentralized federated learning. Sci China Inf Sci, 2026, 69: 199102, doi: 10.1007/s11432-025-4812-9

信息安全 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

A non-interactive identity-based accountable-subgroup multi-signature scheme from lattices
Chen, Xinjian; Luo, Pingbin; Li, Hongbo; Susilo, Willy; Huang, Qiong
Sci China Inf Sci, 2026, 69(9): 192105
Keywords: Bitcoin blockchain; accountable-subgroup multi-signature; lattice-based cryptography; non-interactive signing algorithm; t-out-of-N multi-signature transactions
Cite as: Chen X J, Luo P B, Li H B, et al. A non-interactive identity-based accountable-subgroup multi-signature scheme from lattices. Sci China Inf Sci, 2026, 69: 192105, doi: 10.1007/s11432-025-4692-7

信息安全 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Anamorphic commitment: robust privacy under coercion and parameter tampering
Wang, Weiqi; Zheng, Yubo; Xu, Peng; Wang, Wei; Chen, Rongmao; Yang, Yifan; Yung, Moti
Sci China Inf Sci, 2026, 69(5): 152107
Keywords: commitment protocol; anamorphic cryptography; coercion resistance; parameter tampering; subliminal channel
Cite as: Wang W Q, Zheng Y B, Xu P, et al. Anamorphic commitment: robust privacy under coercion and parameter tampering. Sci China Inf Sci, 2026, 69: 152107, doi: 10.1007/s11432-025-4751-y

信息安全 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Stealthy integrity attacks and optimal selective protection for distributed state estimation
Zhou, Jiayu; Qiao, Cheng; Sun, Yanbin; Yang, Wen; Tian, Zhihong
Sci China Inf Sci, 2026, 69(4): 142108
Keywords: distributed network; state estimation; integrity attack; vulnerability; selective protection
Cite as: Zhou J Y, Qiao C, Sun Y B, et al. Stealthy integrity attacks and optimal selective protection for distributed state estimation. Sci China Inf Sci, 2026, 69: 142108, doi: 10.1007/s11432-025-4567-3

信息安全 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Security and privacy measurement on Chinese consumer IoT traffic based on device lifecycle
Jin, Chenghua; Song, Yuxin; Jia, Yan; Tan, Qingyin; Yang, Rui; Liu, Zheli
Sci China Inf Sci, 2026, 69(4): 142107
Keywords: Chinese consumer IoT; traffic dataset; network traffic measurement; privacy; security
Cite as: Jin C H, Song Y X, Jia Y, et al. Security and privacy measurement on Chinese consumer IoT traffic based on device lifecycle. Sci China Inf Sci, 2026, 69: 142107, doi: 10.1007/s11432-025-4609-x

信息安全 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

An epoch-weighted privacy budget allocation framework for fine-tuning large language models
Zhang, Peisheng; Wang, Naiyu; Wu, Longfei; Zhu, Liehuang; Guan, Zhitao
Sci China Inf Sci, 2026, 69(4): 142106
Keywords: differential privacy; large language model; fine-tuning; utility improvement; distributed scenario
Cite as: Zhang P S, Wang N Y, Wu L F, et al. An epoch-weighted privacy budget allocation framework for fine-tuning large language models. Sci China Inf Sci, 2026, 69: 142106, doi: 10.1007/s11432-025-4580-x

信息安全 RESEARCH PAPER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

On the user friendliness of password creation policy designs in the wild
Wang, Ding; Wei, Tongxin; Hou, Zhenduo
Sci China Inf Sci, 2026, 69(4): 142105
Keywords: password creation policy; user-friendly design; password security; online experiment; offline interview
Cite as: Wang D, Wei T X, Hou Z D. On the user friendliness of password creation policy designs in the wild. Sci China Inf Sci, 2026, 69: 142105, doi: 10.1007/s11432-025-4594-4

信息安全 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

A Stackelberg game based deception defense strategy against APT under resource constraints
Deng, Xin; Li, Pengdeng; Wang, Chenguang; Wang, Rui; Liu, Yuan; Han, Weihong; Tian, Zhihong
Sci China Inf Sci, 2026, 69(3): 132109
Keywords: cybersecurity; advanced persistent threat; deception defense; Stackelberg game; equilibrium strategy
Cite as: Deng X, Li P D, Wang C G, et al. A Stackelberg game based deception defense strategy against APT under resource constraints. Sci China Inf Sci, 2026, 69: 132109, doi: 10.1007/s11432-025-4530-7