% references_part07b.bib — Part VII-b (security half of Part VII: cybersecurity, applied cryptography, blockchain, % privacy-preserving computation, federated learning, LLM security). Agent H, 2026-11-03. Every entry verified by a single % Crossref, DataCite or arXiv lookup; see references_verification_part07b.csv. Keys that already exist in references.bib % (nist2024fips203, nist2024fips204, das2025llmsecurity, greshake2023injection, ...) are reused there and not redefined here. @techreport{rescorla2018tls13, author = {Rescorla, Eric}, title = {{The Transport Layer Security (TLS) Protocol Version 1.3}}, year = {2018}, institution = {RFC Editor}, doi = {10.17487/rfc8446} } @inproceedings{androulaki2018fabric, author = {Androulaki, Elli and Barger, Artem and Bortnikov, Vita and Cachin, Christian and Christidis, Konstantinos and De Caro, Angelo and Enyeart, David and Ferris, Christopher and Laventman, Gennady and Manevich, Yacov and Muralidharan, Srinivasan and Murthy, Chet and Nguyen, Binh and Sethi, Manish and Singh, Gari and Smith, Keith and Sorniotti, Alessandro and Stathakopoulou, Chrysoula and Vukolić, Marko and Cocco, Sharon Weed and Yellick, Jason}, title = {{Hyperledger fabric}}, year = {2018}, booktitle = {Proceedings of the Thirteenth EuroSys Conference}, pages = {1--15}, publisher = {ACM}, doi = {10.1145/3190508.3190538} } @article{yang2019fml, author = {Yang, Qiang and Liu, Yang and Chen, Tianjian and Tong, Yongxin}, title = {{Federated Machine Learning}}, year = {2019}, journal = {ACM Transactions on Intelligent Systems and Technology}, volume = {10}, number = {2}, pages = {1--19}, doi = {10.1145/3298981} } @incollection{zhu2020dlg, author = {Zhu, Ligeng and Han, Song}, title = {{Deep Leakage from Gradients}}, year = {2020}, booktitle = {Lecture Notes in Computer Science}, pages = {17--31}, publisher = {Springer International Publishing}, doi = {10.1007/978-3-030-63076-8_2} } @article{tan2023personalizedfl, author = {Tan, Alysa Ziying and Yu, Han and Cui, Lizhen and Yang, Qiang}, title = {{Towards Personalized Federated Learning}}, year = {2023}, journal = {IEEE Transactions on Neural Networks and Learning Systems}, volume = {34}, number = {12}, pages = {9587--9603}, doi = {10.1109/tnnls.2022.3160699} } @article{ye2024heterogeneousfl, author = {Ye, Mang and Fang, Xiuwen and Du, Bo and Yuen, Pong C. and Tao, Dacheng}, title = {{Heterogeneous Federated Learning: State-of-the-art and Research Challenges}}, year = {2024}, journal = {ACM Computing Surveys}, volume = {56}, number = {3}, pages = {1--44}, doi = {10.1145/3625558} } @article{zhang2023fedala, author = {Zhang, Jianqing and Hua, Yang and Wang, Hao and Song, Tao and Xue, Zhengui and Ma, Ruhui and Guan, Haibing}, title = {{FedALA: Adaptive Local Aggregation for Personalized Federated Learning}}, year = {2023}, journal = {Proceedings of the AAAI Conference on Artificial Intelligence}, volume = {37}, number = {9}, pages = {11237--11244}, doi = {10.1609/aaai.v37i9.26330} } @article{nguyen2025unlearning, author = {Nguyen, Thanh Tam and Huynh, Thanh Trung and Ren, Zhao and Nguyen, Phi Le and Liew, Alan Wee-Chung and Yin, Hongzhi and Nguyen, Quoc Viet Hung}, title = {{A Survey of Machine Unlearning}}, year = {2025}, journal = {ACM Transactions on Intelligent Systems and Technology}, volume = {16}, number = {5}, pages = {1--46}, doi = {10.1145/3749987} } @article{hou2026mcp, author = {Hou, Xinyi and Zhao, Yanjie and Wang, Shenao and Wang, Haoyu}, title = {{Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions}}, year = {2026}, journal = {ACM Transactions on Software Engineering and Methodology}, volume = {35}, number = {10}, pages = {1--37}, doi = {10.1145/3796519} } @incollection{castryck2023sidh, author = {Castryck, Wouter and Decru, Thomas}, title = {{An Efficient Key Recovery Attack on SIDH}}, year = {2023}, booktitle = {Lecture Notes in Computer Science}, pages = {423--447}, publisher = {Springer Nature Switzerland}, doi = {10.1007/978-3-031-30589-4_15} } @techreport{nist2019pqcround1, author = {Alagic, Gorjan and Alperin-Sheriff, Jacob and Apon, Daniel and Cooper, David and Dang, Quynh and Liu, Yi-Kai and Miller, Carl and Moody, Dustin and Peralta, Rene and Perlner, Ray and Robinson, Angela and Smith-Tone, Daniel}, title = {{Status report on the first round of the NIST post-quantum cryptography standardization process}}, year = {2019}, institution = {National Institute of Standards and Technology}, doi = {10.6028/nist.ir.8240} } @techreport{nist2022pqcround3, author = {Alagic, Gorjan and Apon, Daniel and Cooper, David and Dang, Quynh and Dang, Thinh and Kelsey, John and Lichtinger, Jacob and Liu, Yi-Kai and Miller, Carl and Moody, Dustin and Peralta, Rene and Perlner, Ray and Robinson, Angela and Smith-Tone, Daniel}, title = {{Status report on the third round of the NIST Post-Quantum Cryptography Standardization process}}, year = {2022}, institution = {National Institute of Standards and Technology (U.S.)}, doi = {10.6028/nist.ir.8413} } @article{foley2019bitcoin, author = {Foley, Sean and Karlsen, Jonathan R and Putniņš, Tālis J}, title = {{Sex, Drugs, and Bitcoin: How Much Illegal Activity Is Financed through Cryptocurrencies?}}, year = {2019}, journal = {The Review of Financial Studies}, volume = {32}, number = {5}, pages = {1798--1853}, doi = {10.1093/rfs/hhz015} } @article{cong2019smartcontracts, author = {Cong, Lin William and He, Zhiguo}, title = {{Blockchain Disruption and Smart Contracts}}, year = {2019}, journal = {The Review of Financial Studies}, volume = {32}, number = {5}, pages = {1754--1797}, doi = {10.1093/rfs/hhz007} } @techreport{yaga2018blockchain, author = {Yaga, Dylan and Mell, Peter and Roby, Nik and Scarfone, Karen}, title = {{Blockchain technology overview}}, year = {2018}, institution = {National Institute of Standards and Technology}, doi = {10.6028/nist.ir.8202} } @article{wang2019consensus, author = {Wang, Wenbo and Hoang, Dinh Thai and Hu, Peizhao and Xiong, Zehui and Niyato, Dusit and Wang, Ping and Wen, Yonggang and Kim, Dong In}, title = {{A Survey on Consensus Mechanisms and Mining Strategy Management in Blockchain Networks}}, year = {2019}, journal = {IEEE Access}, volume = {7}, pages = {22328--22370}, doi = {10.1109/access.2019.2896108} } @incollection{kurakin2018physical, author = {Kurakin, Alexey and Goodfellow, Ian J. and Bengio, Samy}, title = {{Adversarial Examples in the Physical World}}, year = {2018}, booktitle = {Artificial Intelligence Safety and Security}, pages = {99--112}, publisher = {Chapman and Hall/CRC}, doi = {10.1201/9781351251389-8} } @article{thapa2022splitfed, author = {Thapa, Chandra and Mahawaga Arachchige, Pathum Chamikara and Camtepe, Seyit and Sun, Lichao}, title = {{SplitFed: When Federated Learning Meets Split Learning}}, year = {2022}, journal = {Proceedings of the AAAI Conference on Artificial Intelligence}, volume = {36}, number = {8}, pages = {8485--8493}, doi = {10.1609/aaai.v36i8.20825} } @article{du2026vulrag, author = {Du, Xueying and Zheng, Geng and Wang, Kaixin and Zou, Yi and Wang, Yujia and Deng, Wentai and Feng, Jiayi and Liu, Mingwei and Chen, Bihuan and Peng, Xin and Ma, Tao and Lou, Yiling}, title = {{vul-rag : Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG}}, year = {2026}, journal = {ACM Transactions on Software Engineering and Methodology}, volume = {35}, number = {10}, pages = {1--25}, doi = {10.1145/3797277} } @article{ahmed2020tracingapps, author = {Ahmed, Nadeem and Michelin, Regio A. and Xue, Wanli and Ruj, Sushmita and Malaney, Robert and Kanhere, Salil S. and Seneviratne, Aruna and Hu, Wen and Janicke, Helge and Jha, Sanjay K.}, title = {{A Survey of COVID-19 Contact Tracing Apps}}, year = {2020}, journal = {IEEE Access}, volume = {8}, pages = {134577--134601}, doi = {10.1109/access.2020.3010226} } @article{sheller2020flmedicine, author = {Sheller, Micah J. and Edwards, Brandon and Reina, G. Anthony and Martin, Jason and Pati, Sarthak and Kotrotsou, Aikaterini and Milchenko, Mikhail and Xu, Weilin and Marcus, Daniel and Colen, Rivka R. and Bakas, Spyridon}, title = {{Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data}}, year = {2020}, journal = {Scientific Reports}, volume = {10}, number = {1}, doi = {10.1038/s41598-020-69250-1} } @article{chen2020fedhealth, author = {Chen, Yiqiang and Qin, Xin and Wang, Jindong and Yu, Chaohui and Gao, Wen}, title = {{FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare}}, year = {2020}, journal = {IEEE Intelligent Systems}, volume = {35}, number = {4}, pages = {83--93}, doi = {10.1109/mis.2020.2988604} } @article{zhang2024fedtgp, author = {Zhang, Jianqing and Liu, Yang and Hua, Yang and Cao, Jian}, title = {{FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning}}, year = {2024}, journal = {Proceedings of the AAAI Conference on Artificial Intelligence}, volume = {38}, number = {15}, pages = {16768--16776}, doi = {10.1609/aaai.v38i15.29617} } @article{fu2026dpfl, author = {Fu, Jie and Hong, Yuan and Ling, Xinpeng and Wang, Leixia and Ran, Xun and Sun, Zhiyu and Wang, Wendy Hui and Chen, Zhili and Cao, Yang}, title = {{Differentially Private Federated Learning: A Systematic Review}}, year = {2026}, journal = {ACM Computing Surveys}, volume = {58}, number = {11}, pages = {1--38}, doi = {10.1145/3801079} } @article{jimenezgutierrez2026flsecurity, author = {Jimenez-Gutierrez, Daniel M. and Falkouskaya, Yelizaveta and Hernandez-Ramos, José L. and Anagnostopoulos, Aris and Chatzigiannakis, Ioannis and Vitaletti, Andrea}, title = {{On the security and privacy of federated learning: A survey with attacks, defenses, frameworks, applications, and future directions}}, year = {2026}, journal = {Information Fusion}, volume = {131}, pages = {104155}, doi = {10.1016/j.inffus.2026.104155} } @article{davidson2018institutions, author = {Davidson, Sinclair and De Filippi, Primavera and Potts, Jason}, title = {{Blockchains and the economic institutions of capitalism}}, year = {2018}, journal = {Journal of Institutional Economics}, volume = {14}, number = {4}, pages = {639--658}, doi = {10.1017/s1744137417000200} } @article{mendling2018bpm, author = {Mendling, Jan and Weber, Ingo and Aalst, Wil Van Der and Brocke, Jan Vom and Cabanillas, Cristina and Daniel, Florian and Debois, Søren and Ciccio, Claudio Di and Dumas, Marlon and Dustdar, Schahram and Gal, Avigdor and García-Bañuelos, Luciano and Governatori, Guido and Hull, Richard and Rosa, Marcello La and Leopold, Henrik and Leymann, Frank and Recker, Jan and Reichert, Manfred and Reijers, Hajo A. and Rinderle-Ma, Stefanie and Solti, Andreas and Rosemann, Michael and Schulte, Stefan and Singh, Munindar P. and Slaats, Tijs and Staples, Mark and Weber, Barbara and Weidlich, Matthias and Weske, Mathias and Xu, Xiwei and Zhu, Liming}, title = {{Blockchains for Business Process Management - Challenges and Opportunities}}, year = {2018}, journal = {ACM Transactions on Management Information Systems}, volume = {9}, number = {1}, pages = {1--16}, doi = {10.1145/3183367} } @article{saberi2019supplychain, author = {Saberi, Sara and Kouhizadeh, Mahtab and Sarkis, Joseph and Shen, Lejia}, title = {{Blockchain technology and its relationships to sustainable supply chain management}}, year = {2019}, journal = {International Journal of Production Research}, volume = {57}, number = {7}, pages = {2117--2135}, doi = {10.1080/00207543.2018.1533261} } @article{conti2018bitcoinsecurity, author = {Conti, Mauro and Sandeep Kumar, E. and Lal, Chhagan and Ruj, Sushmita}, title = {{A Survey on Security and Privacy Issues of Bitcoin}}, year = {2018}, journal = {IEEE Communications Surveys \& Tutorials}, volume = {20}, number = {4}, pages = {3416--3452}, doi = {10.1109/comst.2018.2842460} } @article{fernandez2018biot, author = {Fernandez-Carames, Tiago M. and Fraga-Lamas, Paula}, title = {{A Review on the Use of Blockchain for the Internet of Things}}, year = {2018}, journal = {IEEE Access}, volume = {6}, pages = {32979--33001}, doi = {10.1109/access.2018.2842685} } @article{huynh2023metaverse, author = {Huynh-The, Thien and Gadekallu, Thippa Reddy and Wang, Weizheng and Yenduri, Gokul and Ranaweera, Pasika and Pham, Quoc-Viet and da Costa, Daniel Benevides and Liyanage, Madhusanka}, title = {{Blockchain for the metaverse: A Review}}, year = {2023}, journal = {Future Generation Computer Systems}, volume = {143}, pages = {401--419}, doi = {10.1016/j.future.2023.02.008} } @article{mohammadi2026dpmedical, author = {Mohammadi, Marziyeh and Vejdanihemmat, Mohsen and Lotfinia, Mahshad and Rusu, Mirabela and Truhn, Daniel and Maier, Andreas and Tayebi Arasteh, Soroosh}, title = {{Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications}}, year = {2026}, journal = {npj Digital Medicine}, volume = {9}, number = {1}, doi = {10.1038/s41746-025-02280-z} } @article{eden2025flgovernance, author = {Eden, Rebekah and Chukwudi, Ignatius and Bain, Chris and Barbieri, Sebastiano and Callaway, Leonie and de Jersey, Susan and George, Yasmeen and Gorse, Alain-Dominique and Lawley, Michael and Marendy, Peter and McPhail, Steven M. and Nguyen, Anthony and Samadbeik, Mahnaz and Sullivan, Clair}, title = {{A scoping review of the governance of federated learning in healthcare}}, year = {2025}, journal = {npj Digital Medicine}, volume = {8}, number = {1}, doi = {10.1038/s41746-025-01836-3} } @article{zhu2021noniid, author = {Zhu, Hangyu and Xu, Jinjin and Liu, Shiqing and Jin, Yaochu}, title = {{Federated learning on non-IID data: A survey}}, year = {2021}, journal = {Neurocomputing}, volume = {465}, pages = {371--390}, doi = {10.1016/j.neucom.2021.07.098} } @article{zhang2021flsurvey, author = {Zhang, Chen and Xie, Yu and Bai, Hang and Yu, Bin and Li, Weihong and Gao, Yuan}, title = {{A survey on federated learning}}, year = {2021}, journal = {Knowledge-Based Systems}, volume = {216}, pages = {106775}, doi = {10.1016/j.knosys.2021.106775} } @article{xu2021flhealth, author = {Xu, Jie and Glicksberg, Benjamin S. and Su, Chang and Walker, Peter and Bian, Jiang and Wang, Fei}, title = {{Federated Learning for Healthcare Informatics}}, year = {2021}, journal = {Journal of Healthcare Informatics Research}, volume = {5}, number = {1}, pages = {1--19}, doi = {10.1007/s41666-020-00082-4} } @inproceedings{yang2024fedas, author = {Yang, Xiyuan and Huang, Wenke and Ye, Mang}, title = {{FedAS: Bridging Inconsistency in Personalized Federated Learning}}, year = {2024}, booktitle = {2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, pages = {11986--11995}, publisher = {IEEE}, doi = {10.1109/cvpr52733.2024.01139} } @article{ali2026huntgpt, author = {Ali, Tarek and Kostakos, Panos and Sheikhi, Saeid}, title = {{HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs)}}, year = {2026}, journal = {Telecom}, volume = {7}, number = {3}, pages = {73}, doi = {10.3390/telecom7030073} } @inproceedings{bonawitz2017secagg, author = {Bonawitz, Keith and Ivanov, Vladimir and Kreuter, Ben and Marcedone, Antonio and McMahan, H. Brendan and Patel, Sarvar and Ramage, Daniel and Segal, Aaron and Seth, Karn}, title = {{Practical Secure Aggregation for Privacy-Preserving Machine Learning}}, year = {2017}, booktitle = {Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security}, pages = {1175--1191}, publisher = {ACM}, doi = {10.1145/3133956.3133982} } @incollection{beullens2022rainbow, author = {Beullens, Ward}, title = {{Breaking Rainbow Takes a Weekend on a Laptop}}, year = {2022}, booktitle = {Lecture Notes in Computer Science}, pages = {464--479}, publisher = {Springer Nature Switzerland}, doi = {10.1007/978-3-031-15979-4_16} } @article{uddin2026phishing, author = {Uddin, Mohammad Amaz and Mahiuddin, Md and Sarker, Iqbal H.}, title = {{An explainable transformer-based model for phishing email detection: A large language model approach}}, year = {2026}, journal = {Computer Networks}, volume = {277}, pages = {112061}, doi = {10.1016/j.comnet.2026.112061} } @article{xu2025cbrfl, author = {Xu, Gang and Lei, Lele and Mao, Yanhui and Li, Zongpeng and Chen, Xiu-Bo and Zhang, Kejia}, title = {{CBRFL: A framework for Committee-based Byzantine-Resilient Federated Learning}}, year = {2025}, journal = {Journal of Network and Computer Applications}, volume = {238}, pages = {104165}, doi = {10.1016/j.jnca.2025.104165} } @techreport{nist2024transition, author = {Regenscheid, Andrew}, title = {{Transition to Post-Quantum Cryptography Standards}}, year = {2024}, institution = {National Institute of Standards and Technology}, doi = {10.6028/NIST.IR.8547.ipd} } @techreport{nist2025hqc, author = {Alagic, Gorjan and Bros, Maxime and Ciadoux, Pierre and Cooper, David and Dang, Quynh and Dang, Thinh and Kelsey, John and Lichtinger, Jacob and Liu, Yi-Kai and Miller, Carl and Moody, Dustin and Peralta, Rene and Perlner, Ray and Robinson, Angela and Silberg, Hamilton and Smith-Tone, Daniel and Waller, Noah}, title = {{Status report on the fourth round of the NIST post-quantum cryptography standardization process}}, year = {2025}, institution = {National Institute of Standards and Technology (U.S.)}, doi = {10.6028/NIST.IR.8545} } @article{guo2022blockchainsecurity, author = {Guo, Huaqun and Yu, Xingjie}, title = {{A survey on blockchain technology and its security}}, year = {2022}, journal = {Blockchain: Research and Applications}, volume = {3}, number = {2}, pages = {100067}, doi = {10.1016/j.bcra.2022.100067} } @article{kim2018provenance, author = {Kim, Henry M. and Laskowski, Marek}, title = {{Toward an ontology-driven blockchain design for supply-chain provenance}}, year = {2018}, journal = {Intelligent Systems in Accounting, Finance and Management}, volume = {25}, number = {1}, pages = {18--27}, doi = {10.1002/isaf.1424} } @article{esposito2018healthcare, author = {Esposito, Christian and De Santis, Alfredo and Tortora, Genny and Chang, Henry and Choo, Kim-Kwang Raymond}, title = {{Blockchain: A Panacea for Healthcare Cloud-Based Data Security and Privacy?}}, year = {2018}, journal = {IEEE Cloud Computing}, volume = {5}, number = {1}, pages = {31--37}, doi = {10.1109/mcc.2018.011791712} } @misc{li2019qffl, author = {Tian Li and Maziar Sanjabi and Ahmad Beirami and Virginia Smith}, title = {{Fair Resource Allocation in Federated Learning}}, year = {2019}, eprint = {1905.10497}, archivePrefix = {arXiv}, howpublished = {arXiv preprint arXiv:1905.10497} } @misc{li2018fedprox, author = {Tian Li and Anit Kumar Sahu and Manzil Zaheer and Maziar Sanjabi and Ameet Talwalkar and Virginia Smith}, title = {{Federated Optimization in Heterogeneous Networks}}, year = {2018}, eprint = {1812.06127}, archivePrefix = {arXiv}, howpublished = {arXiv preprint arXiv:1812.06127} } @misc{wang2021nft, author = {Qin Wang and Rujia Li and Qi Wang and Shiping Chen}, title = {{Non-Fungible Token (NFT): Overview, Evaluation, Opportunities and Challenges}}, year = {2021}, eprint = {2105.07447}, archivePrefix = {arXiv}, howpublished = {arXiv preprint arXiv:2105.07447} } @misc{cho2020tracing, author = {Hyunghoon Cho and Daphne Ippolito and Yun William Yu}, title = {{Contact Tracing Mobile Apps for COVID-19: Privacy Considerations and Related Trade-offs}}, year = {2020}, eprint = {2003.11511}, archivePrefix = {arXiv}, howpublished = {arXiv preprint arXiv:2003.11511} } @misc{bagdasaryan2018backdoor, author = {Eugene Bagdasaryan and Andreas Veit and Yiqing Hua and Deborah Estrin and Vitaly Shmatikov}, title = {{How To Backdoor Federated Learning}}, year = {2018}, eprint = {1807.00459}, archivePrefix = {arXiv}, howpublished = {arXiv preprint arXiv:1807.00459} } @inproceedings{guesmi2026reentrancy, author = {Guesmi, Semia and Piazza, Carla and Gasparetto, Andrea and Rizzo, Matteo and Rossi, Sabina}, title = {{Detecting Cross-Function Reentrancy from EVM Traces}}, year = {2026}, booktitle = {OASIcs, Volume 142, FMBC 2026 (6th International Workshop on Formal Methods for Blockchains)}, pages = {8:1--8:15}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum für Informatik}, doi = {10.4230/oasics.fmbc.2026.8} }