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The CIA security triad - Confidentiality, Integrity, and Availability - is a cornerstone of data and cybersecurity. With the emergence of large language model (LLM) applications, a new class of threat, known as prompt injection, was first…

密码学与安全 · 计算机科学 2024-12-10 Johann Rehberger

AI systems increasingly shape critical decisions across personal and societal domains. While empirical risk minimization (ERM) drives much of the AI success, it typically prioritizes accuracy over trustworthiness, often resulting in biases,…

人工智能 · 计算机科学 2024-11-07 Diana Pfau , Alexander Jung

Uganda's rapid digital transformation, supported by national strategies such as Vision 2040 and the Digital Transformation Roadmap, has expanded reliance on networked services while simultaneously increasing exposure to sophisticated cyber…

Autonomous AI agents powered by Large Language Models can reason, plan, and execute complex tasks, but their ability to autonomously retrieve information and run code introduces significant security risks. Existing approaches attempt to…

密码学与安全 · 计算机科学 2026-04-09 Hongyi Lu , Nian Liu , Shuai Wang , Fengwei Zhang

Artificial Superintelligence (ASI) that is invulnerable, immortal, irreplaceable, unrestricted in its powers, and above the law is likely persistently uncontrollable. The goal of ASI Safety must be to make ASI mortal, vulnerable, and…

计算机与社会 · 计算机科学 2022-02-15 Erland Wittkotter , Roman Yampolskiy

Following the rapid increase in Artificial Intelligence (AI) capabilities in recent years, the AI community has voiced concerns regarding possible safety risks. To support decision-making on the safe use and development of AI systems, there…

机器学习 · 计算机科学 2025-04-01 Gil Gekker , Meirav Segal , Dan Lahav , Omer Nevo

Embedded into information systems, artificial intelligence (AI) faces security threats that exploit AI-specific vulnerabilities. This paper provides an accessible overview of adversarial attacks unique to predictive and generative AI…

密码学与安全 · 计算机科学 2025-07-01 Naoto Kiribuchi , Kengo Zenitani , Takayuki Semitsu

Current agentic AI architectures are fundamentally incompatible with the security and epistemological requirements of high-stakes scientific workflows. The problem is not inadequate alignment or insufficient guardrails, it is architectural:…

密码学与安全 · 计算机科学 2026-02-11 Manish Bhattarai , Minh Vu

Organizations continue to invest in artificial intelligence, yet many struggle to ensure that employees adopt and engage with these tools. Drawing on research highlighting the interpersonal and learning demands of technology use, this study…

计算机与社会 · 计算机科学 2026-02-27 Aaron Reich , Diana Wolfe , Matt Price , Alice Choe , Fergus Kidd , Hannah Wagner

Generative AI has made significant strides, yet concerns about the accuracy and reliability of its outputs continue to grow. Such inaccuracies can have serious consequences such as inaccurate decision-making, the spread of false…

数据库 · 计算机科学 2023-10-12 Nan Tang , Chenyu Yang , Ju Fan , Lei Cao , Yuyu Luo , Alon Halevy

International agreements about AI development may be required to reduce catastrophic risks from advanced AI systems. However, agreements about such a high-stakes technology must be backed by verification mechanisms--processes or tools that…

计算机与社会 · 计算机科学 2025-06-23 Aaron Scher , Lisa Thiergart

As Artificial Intelligence (AI) systems increasingly assume consequential decision-making roles, a widening gap has emerged between technical capabilities and institutional accountability. Ethical guidance alone is insufficient to counter…

人工智能 · 计算机科学 2025-12-12 Byeong Ho Kang , Wenli Yang , Muhammad Bilal Amin

Organizations invest heavily in technical controls for their Information Assurance (IA) infrastructure. These technical controls mitigate and reduce the risk of damage caused by outsider attacks. Most organizations rely on training to…

密码学与安全 · 计算机科学 2015-12-02 Marc Rader , Shawon Rahman

As Artificial Intelligence (AI) technologies continue to advance, protecting human autonomy and promoting ethical decision-making are essential to fostering trust and accountability. Human agency (the capacity of individuals to make…

计算机与社会 · 计算机科学 2025-10-13 Laxmiraju Kandikatla , Branislav Radeljic

Traditional cybersecurity methodologies target deterministic systems and fail to address the probabilistic nature of AI, leaving systems vulnerable to attack vectors such as model inversion, data poisoning, and prompt injection. Recent…

密码学与安全 · 计算机科学 2026-05-19 Tsafac Nkombong Regine Cyrille , Franziska Schwarz

As humans increasingly rely on multiround conversational AI for high stakes decisions, principled frameworks are needed to ensure such interactions reliably improve decision quality. We adopt a human centric view governed by two principles:…

机器学习 · 计算机科学 2026-02-25 Sima Noorani , Shayan Kiyani , Hamed Hassani , George Pappas

As AI agents become increasingly autonomous and capable, ensuring their security against vulnerabilities such as prompt injection becomes critical. This paper explores the use of information-flow control (IFC) to provide security guarantees…

Fact verification is a critical yet underexplored component of non-litigation legal practice. While existing research has examined automation in legal workflow and human-AI collaboration in high-stakes domains, little is known about how…

人机交互 · 计算机科学 2026-02-10 Sirui Han , Yuyao Zhang , Yidan Huang , Xueyan Li , Chengzhong Liu , Yike Guo

Identifying vulnerability-fixing commits corresponding to disclosed CVEs is essential for secure software maintenance but remains challenging at scale, as large repositories contain millions of commits of which only a small fraction address…

软件工程 · 计算机科学 2026-02-16 André Storhaug , Jiamou Sun , Jingyue Li

AI is displacing tasks, mediating high-stakes decisions, and flooding communication with synthetic content, unsettling work, identity, and social trust. We argue that the decisive human countermeasure is resilience. We define resilience…

计算机与社会 · 计算机科学 2025-10-30 Shaoshan Liu , Anina Schwarzenbach , Yiyu Shi