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Artificial Intelligence Generated Content (AIGC) has rapidly emerged with the capability to generate different forms of content, including text, images, videos, and other modalities, which can achieve a quality similar to content created by…

This paper presents a theoretical framework for addressing the challenges posed by generative artificial intelligence (AI) in higher education assessment through a machine-versus-machine approach. Large language models like GPT-4, Claude,…

Computers and Society · Computer Science 2025-06-04 Mohammad Saleh Torkestani , Taha Mansouri

Traditional synchronous STEM assessments face growing challenges including accessibility barriers, security concerns from resource-sharing platforms, and limited comparability across institutions. We present a framework for generating and…

Computers and Society · Computer Science 2026-05-19 Naiming Liu , Leo Murch , Spencer Moore , Tong Wan , Shashank Sonkar , Richard Baraniuk , Zhongzhou Chen

We identify several important and unsettled legal questions with profound ethical and societal implications arising from generative artificial intelligence (GenAI), focusing on its distinguishable characteristics from traditional software…

Computers and Society · Computer Science 2024-07-03 David Atkinson , Jacob Morrison

Generative Artificial Intelligence (GenAI) has emerged as a powerful technology capable of autonomously producing highly realistic content in various domains, such as text, images, audio, and videos. With its potential for positive…

Cryptography and Security · Computer Science 2023-06-23 Subash Neupane , Ivan A. Fernandez , Sudip Mittal , Shahram Rahimi

Generative Artificial Intelligence (GenAI) is rapidly reshaping the global financial landscape, offering unprecedented opportunities to enhance customer engagement, automate complex workflows, and extract actionable insights from vast…

Cryptography and Security · Computer Science 2025-05-01 Bikash Saha , Nanda Rani , Sandeep Kumar Shukla

As AI-enhanced academic search systems become increasingly popular among researchers, investigating their AI transparency is crucial to ensure trust in the search outcomes, as well as the reliability and integrity of scholarly work. This…

Computers and Society · Computer Science 2024-08-21 Yifan Liu , Peter Sullivan , Luanne Sinnamon

Establishing unique identities for both humans and end systems has been an active research problem in the security community, giving rise to innovative machine learning-based authentication techniques. Although such techniques offer an…

Machine Learning · Computer Science 2018-10-02 Washington Garcia , Joseph I. Choi , Suman K. Adari , Somesh Jha , Kevin R. B. Butler

Generative Artificial Intelligence (GenAI) tools have become increasingly prevalent in software development, offering assistance to various managerial and technical project activities. Notable examples of these tools include OpenAIs…

Cybersecurity organizations are adapting to GenAI integration through modified frameworks and hybrid operational processes, with success influenced by existing security maturity, regulatory requirements, and investments in human capital and…

Cryptography and Security · Computer Science 2025-06-17 Christopher Nott

The widespread adoption of generative AI (GenAI) has introduced new challenges in crowdsourced data collection, particularly in survey-based research. While GenAI offers powerful capabilities, its unintended use in crowdsourcing, such as…

Human-Computer Interaction · Computer Science 2025-10-31 Dapeng Zhang , Marina Katoh , Weiping Pei

Transparent and standardized documentation is essential for building trustworthy generative AI (GAI) systems. However, existing automated methods for generating model and data cards still face three major challenges: (i) static templates,…

Artificial Intelligence · Computer Science 2026-04-14 Haoxuan Zhang , Ruochi Li , Zhenni Liang , Mehri Sattari , Phat Vo , Collin Qu , Ting Xiao , Junhua Ding , Yang Zhang , Haihua Chen

Model documentation plays a crucial role in promoting transparency and responsible development of AI systems. With the rise of Generative AI (GenAI), open-source platforms have increasingly become hubs for hosting and distributing these…

Human-Computer Interaction · Computer Science 2026-04-23 Ningjing Tang , Megan Li , Amy Winecoff , Michael Madaio , Hoda Heidari , Hong Shen

Artificial Intelligence (AI) is rapidly gaining popularity as individuals, groups, and organizations discover and apply its expanding capabilities. Generative AI creates or alters various content types including text, image, audio, and…

Cryptography and Security · Computer Science 2024-09-30 LD Herrera , London Van Sickle , Ashley Podhradsky

Generative artificial intelligence (GenAI) holds the potential to transform the delivery, cultivation, and evaluation of human learning. This Perspective examines the integration of GenAI as a tool for human learning, addressing its…

Human-Computer Interaction · Computer Science 2024-09-06 Lixiang Yan , Samuel Greiff , Ziwen Teuber , Dragan Gašević

The evolution of generative AI systems exposes the challenges of traditional legal and ethical frameworks built around consent. This chapter examines how the conventional notion of consent, while fundamental to data protection and privacy…

Computers and Society · Computer Science 2025-07-03 Giada Pistilli , Bruna Trevelin

This technical report investigates the integration of generative AI (GenAI), specifically ChatGPT, into the practice of ethical hacking through a comprehensive experimental study and conceptual analysis. Conducted in a controlled virtual…

Cryptography and Security · Computer Science 2024-10-08 Haitham S. Al-Sinani , Chris J. Mitchell

Managing and exchanging sensitive information securely is a paramount concern for the scientific and cybersecurity community. The increasing reliance on computing workflows and digital data transactions requires ensuring that sensitive…

Cryptography and Security · Computer Science 2023-11-23 Md Jobair Hossain Faruk , Bilash Saha , Jim Basney

While often assumed a gold standard, effective human evaluation of text generation remains an important, open area for research. We revisit this problem with a focus on producing consistent evaluations that are reproducible -- over time and…

Computation and Language · Computer Science 2022-11-02 Daniel Khashabi , Gabriel Stanovsky , Jonathan Bragg , Nicholas Lourie , Jungo Kasai , Yejin Choi , Noah A. Smith , Daniel S. Weld

Artificial Intelligence-Generated Content (AIGC) is increasingly used by students to support learning tasks, yet its outputs may contain inaccuracies, fabricated references, bias, and unsupported claims. This study examined students'…

Human-Computer Interaction · Computer Science 2026-05-19 Yiran Du
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