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The Confidential Consortium Framework (CCF) is an open-source platform for developing trustworthy and reliable cloud applications. CCF powers Microsoft's Azure Confidential Ledger service and as such it is vital to build confidence in the…

Distributed, Parallel, and Cluster Computing · Computer Science 2024-10-17 Heidi Howard , Markus A. Kuppe , Edward Ashton , Amaury Chamayou , Natacha Crooks

Cyber Threat Intelligence (CTI) reports contain Indicators of Compromise (IOCs) that are critical for security operations. To operationalize these IOCs across heterogeneous logs, analysts often convert them into regular expressions…

Cryptography and Security · Computer Science 2026-04-15 Pei-Yu Tseng , Lan Zhang , ZihDwo Yeh , Xiaoyan Sun , Xushu Dai , Peng Liu

To build a robust secure solution for smart city IOT network from any Cyber attacks using Artificial Intelligence. In Smart City IOT network, data collected from different log collectors or direct sources from cloud or edge should harness…

Cryptography and Security · Computer Science 2021-08-03 Balachandar. S , Chinnaiyan. R

We introduce SafeWork-R1, a cutting-edge multimodal reasoning model that demonstrates the coevolution of capabilities and safety. It is developed by our proposed SafeLadder framework, which incorporates large-scale, progressive,…

Artificial Intelligence · Computer Science 2025-08-08 Shanghai AI Lab , : , Yicheng Bao , Guanxu Chen , Mingkang Chen , Yunhao Chen , Chiyu Chen , Lingjie Chen , Sirui Chen , Xinquan Chen , Jie Cheng , Yu Cheng , Dengke Deng , Yizhuo Ding , Dan Ding , Xiaoshan Ding , Yi Ding , Zhichen Dong , Lingxiao Du , Yuyu Fan , Xinshun Feng , Yanwei Fu , Yuxuan Gao , Ruijun Ge , Tianle Gu , Lujun Gui , Jiaxuan Guo , Qianxi He , Yuenan Hou , Xuhao Hu , Hong Huang , Kaichen Huang , Shiyang Huang , Yuxian Jiang , Shanzhe Lei , Jie Li , Lijun Li , Hao Li , Juncheng Li , Xiangtian Li , Yafu Li , Lingyu Li , Xueyan Li , Haotian Liang , Dongrui Liu , Qihua Liu , Zhixuan Liu , Bangwei Liu , Huacan Liu , Yuexiao Liu , Zongkai Liu , Chaochao Lu , Yudong Lu , Xiaoya Lu , Zhenghao Lu , Qitan Lv , Caoyuan Ma , Jiachen Ma , Xiaoya Ma , Zhongtian Ma , Lingyu Meng , Ziqi Miao , Yazhe Niu , Yuezhang Peng , Yuan Pu , Han Qi , Chen Qian , Xingge Qiao , Jingjing Qu , Jiashu Qu , Wanying Qu , Wenwen Qu , Xiaoye Qu , Qihan Ren , Qingnan Ren , Qingyu Ren , Jing Shao , Wenqi Shao , Shuai Shao , Dongxing Shi , Xin Song , Xinhao Song , Yan Teng , Xuan Tong , Yingchun Wang , Xuhong Wang , Shujie Wang , Xin Wang , Yige Wang , Yixu Wang , Yuanfu Wang , Futing Wang , Ruofan Wang , Wenjie Wang , Yajie Wang , Muhao Wei , Xiaoyu Wen , Fenghua Weng , Yuqi Wu , Yingtong Xiong , Xingcheng Xu , Chao Yang , Yue Yang , Yang Yao , Yulei Ye , Zhenyun Yin , Yi Yu , Bo Zhang , Qiaosheng Zhang , Jinxuan Zhang , Yexin Zhang , Yinqiang Zheng , Hefeng Zhou , Zhanhui Zhou , Pengyu Zhu , Qingzi Zhu , Yubo Zhu , Bowen Zhou

Recent studies have verified that semi-supervised learning (SSL) is vulnerable to data poisoning backdoor attacks. Even a tiny fraction of contaminated training data is sufficient for adversaries to manipulate up to 90\% of the test outputs…

Machine Learning · Computer Science 2025-02-11 Xinrui Wang , Chuanxing Geng , Wenhai Wan , Shao-yuan Li , Songcan Chen

The Internet of Electric Vehicles (IoEV) envisions a tightly coupled ecosystem of electric vehicles (EVs), charging infrastructure, and grid services, yet it remains vulnerable to cyberattacks, unreliable battery-state predictions, and…

Cryptography and Security · Computer Science 2025-09-17 Meryem Malak Dif , Mouhamed Amine Bouchiha , Abdelaziz Amara Korba , Yacine Ghamri-Doudane

Widespread adoption of autonomous cars will require greater confidence in their safety than is currently possible. Certified control is a new safety architecture whose goal is two-fold: to achieve a very high level of safety, and to provide…

Smart healthcare systems (SHSs) are providing fast and efficient disease treatment leveraging wireless body sensor networks (WBSNs) and implantable medical devices (IMDs)-based internet of medical things (IoMT). In addition, IoMT-based SHSs…

Cryptography and Security · Computer Science 2021-03-08 Nur Imtiazul Haque , Mohammad Ashiqur Rahman , Md Hasan Shahriar , Alvi Ataur Khalil , Selcuk Uluagac

Frontier artificial intelligence (AI) systems present both benefits and risks to society. Safety cases - structured arguments supported by evidence - are one way to help ensure the safe development and deployment of these systems. Yet the…

Computers and Society · Computer Science 2024-12-24 Carmen Cârlan , Francesca Gomez , Yohan Mathew , Ketana Krishna , René King , Peter Gebauer , Ben R. Smith

Cyber threat attribution is the process of identifying the actor of an attack incident in cyberspace. An accurate and timely threat attribution plays an important role in deterring future attacks by applying appropriate and timely defense…

Cryptography and Security · Computer Science 2023-07-21 Umara Noor , Sawera Shahid , Rimsha Kanwal , Zahid Rashid

As frontier AI models become more capable, evaluating their potential to enable cyberattacks is crucial for ensuring the safe development of Artificial General Intelligence (AGI). Current cyber evaluation efforts are often ad-hoc, lacking…

Cryptography and Security · Computer Science 2025-04-23 Mikel Rodriguez , Raluca Ada Popa , Four Flynn , Lihao Liang , Allan Dafoe , Anna Wang

The growth of the decentralized finance (DeFi) ecosystem built on blockchain technology and smart contracts has led to an increased demand for secure and reliable smart contract development. However, attacks targeting smart contracts are…

Large Language Models (LLMs) are often fine-tuned to adapt their general-purpose knowledge to specific tasks and domains such as cyber threat intelligence (CTI). Fine-tuning is mostly done through proprietary datasets that may contain…

Cryptography and Security · Computer Science 2026-03-13 Shashie Dilhara Batan Arachchige , Benjamin Zi Hao Zhao , Hassan Jameel Asghar , Dinusha Vatsalan , Dali Kaafar

The rapid evolution of mobile networks from 5G to 6G has necessitated the development of autonomous network management systems, such as Zero-Touch Networks (ZTNs). However, the increased complexity and automation of these networks have also…

Machine Learning · Computer Science 2024-09-06 Li Yang , Abdallah Shami

Security Orchestration, Automation, and Response (SOAR) platforms integrate and orchestrate a wide variety of security tools to accelerate the operational activities of Security Operation Center (SOC). Integration of security tools in a…

Cryptography and Security · Computer Science 2022-01-21 Zarrin Tasnim Sworna , Chadni Islam , Muhammad Ali Babar

Security operations centers (SOCs) are beginning to use large language models (LLMs) as copilots to draft incident-response plans. These plans may include actions that are valid per the catalog but still violate mandatory steps, required…

Cryptography and Security · Computer Science 2026-05-08 Sidnei Barbieri , Leonardo Vaz de Meneses , Ágney Lopes Roth Ferraz , Lourenço Alves Pereira Júnior

Although general-purpose AI systems offer transformational opportunities in science and industry, they simultaneously raise critical concerns about safety, misuse, and potential loss of control. Despite these risks, methods for assessing…

Computers and Society · Computer Science 2025-12-12 Malcolm Murray , Steve Barrett , Henry Papadatos , Otter Quarks , Matt Smith , Alejandro Tlaie Boria , Chloé Touzet , Siméon Campos

Self-Sovereign Identity (SSI) offers significant potential for managing identities in the Internet of Things (IoT), enabling decentralized authentication and credential management without reliance on centralized entities. However, existing…

Cryptography and Security · Computer Science 2025-07-15 Guntur Dharma Putra , Bagus Rakadyanto Oktavianto Putra

Security alert screening is the downstream task of filtering, prioritizing, correlating, and contextualizing alerts for analyst attention in Security Operations Centers. This survey reviews artificial-intelligence-driven alert screening and…

Cryptography and Security · Computer Science 2026-05-20 Samuel Ndichu , Tao Ban , Seiichi Ozawa , Takeshi Takahashi , Daisuke Inoue

In this research, we use user defined labels from three internet text sources (Reddit, Stackexchange, Arxiv) to train 21 different machine learning models for the topic classification task of detecting cybersecurity discussions in natural…

Information Retrieval · Computer Science 2024-02-28 Elijah Pelofske , Lorie M. Liebrock , Vincent Urias