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Related papers: Modeling Behavioral Signals in Job Scams: A Human-…

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Biases with respect to socially-salient attributes of individuals have been well documented in evaluation processes used in settings such as admissions and hiring. We view such an evaluation process as a transformation of a distribution of…

Computers and Society · Computer Science 2023-10-27 L. Elisa Celis , Amit Kumar , Anay Mehrotra , Nisheeth K. Vishnoi

Social engineering scams (SES) has been existed since the adoption of the telecommunications by humankind. An earlier version of the scams include leveraging premium phone service to charge the consumers and service providers but not…

Computers and Society · Computer Science 2021-10-14 Rajasekhar Chaganti , Bharat Bhushan , Anand Nayyar , Azrour Mourade

Social engineering scams increasingly employ personalized, multi-turn deception, exposing the limits of traditional detection methods. While Large Language Models (LLMs) show promise in identifying deception, their cognitive assistance…

Artificial Intelligence · Computer Science 2026-01-21 Heedou Kim , Changsik Kim , Sanghwa Shin , Jaewoo Kang

Fine-tuned large language models can exhibit reward-hacking behavior arising from emergent misalignment, which is difficult to detect from final outputs alone. While prior work has studied reward hacking at the level of completed responses,…

Computation and Language · Computer Science 2026-03-05 Patrick Wilhelm , Thorsten Wittkopp , Odej Kao

While substantial efforts in anti-trafficking research and practice have focused on identifying and assisting victims after exploitation occurs, comparatively less attention has been paid to preventing victimization at the recruitment…

Computers and Society · Computer Science 2026-05-26 Siyi Zhou , Peiran Qiu , Tanishq Salkar , Leonardo Blas Urrutia , Dacheng Shen , Deyang Hsu , Eun Cheol Choi , Emilio Ferrara

The impact of non verbal behaviour in a hiring decision remains an open question. Investigating this question is important, as it could provide a better understanding on how to train candidates for job interviews and make recruiters be…

Computer Vision and Pattern Recognition · Computer Science 2019-09-20 Léo Hemamou , Ghazi Felhi , Jean-Claude Martin , Chloé Clavel

We study a signaling game between an employer and a potential employee, where the employee has private information regarding their production capacity. At the initial stage, the employee communicates a salary claim, after which the true…

Optimization and Control · Mathematics 2024-06-26 Erik Ekström , Topias Tolonen-Weckström

Many experimental studies report that economics students tend to act more selfishly than students of other disciplines, a finding that received widespread public and professional attention. Two main explanations that the existing literature…

General Economics · Economics 2024-05-08 Avichai Snir , Dudi Levy , Dian Wang , Haipeng Allan Chen , Daniel Levy

The data created from virtual communication platforms presents the opportunity to explore automated measures for monitoring team performance. In this work, we explore one important characteristic of successful teams - Psychological Safety -…

Human-Computer Interaction · Computer Science 2024-04-02 Sharon Ferguson , Georgia Van de Zande , Alison Olechowski

Various conceptual and descriptive models of conversational search have been proposed in the literature -- while useful, they do not provide insights into how interaction between the agent and user would change in response to the costs and…

Information Retrieval · Computer Science 2022-01-24 Leif Azzopardi , Mohammad Aliannejadi , Evangelos Kanoulas

Prompt engineering is widely used to shape large language model behavior, yet it is often treated as a practical heuristic rather than as a form of natural-language control. This paper develops a cognitive-semantic account in which prompts…

Machine Learning · Computer Science 2026-05-05 Dongseok Kim , Hyoungsun Choi , Mohamed Jismy Aashik Rasool , Gisung Oh

Information access systems are getting complex, and our understanding of user behavior during information seeking processes is mainly drawn from qualitative methods, such as observational studies or surveys. Leveraging the advances in…

Information Retrieval · Computer Science 2024-05-08 Kaixin Ji , Danula Hettiachchi , Flora D. Salim , Falk Scholer , Damiano Spina

Background: Symbolic models, particularly decision trees, are widely used in software engineering for explainable analytics in defect prediction, configuration tuning, and software quality assessment. Most of these models rely on…

Software Engineering · Computer Science 2026-02-19 Amirali Rayegan , Tim Menzies

Background: Cyber offences, such as hacking, malware creation and distribution, and online fraud, present a substantial threat to organizations attempting to safeguard their data and information. By understanding the evolving…

Cryptography and Security · Computer Science 2022-03-29 Claudia Peersman , Emma Williams , Matthew Edwards , Awais Rashid

Large language models make agent-based simulation more behaviorally expressive, but they also sharpen a basic methodological tension: fluent, human-like output is not, by itself, evidence for theory. We evaluate what an LLM-driven…

Artificial Intelligence · Computer Science 2026-03-24 Tai-Quan Peng , Yuan Tian , Songsong Liang , Dazhen Deng , Yingcai Wu

It is widely believed that one's peers influence product adoption behaviors. This relationship has been linked to the number of signals a decision-maker receives in a social network. But it is unclear if these same principles hold when the…

Social and Information Networks · Computer Science 2020-09-09 Soumajyoti Sarkar , Ashkan Aleali , Paulo Shakarian , Mika Armenta , Danielle Sanchez , Kiran Lakkaraju

While personality traits have been extensively modeled as behavioral constructs, we model \textbf{\textit{job hirability}} as a \emph{personality construct}. On the {\emph{First Impressions Candidate Screening}} (FICS) dataset, we examine…

Computer Vision and Pattern Recognition · Computer Science 2020-06-23 Harshit Malik , Hersh Dhillon , Roland Goecke , Ramanathan Subramanian

Romance-baiting scams have become a major source of financial and emotional harm worldwide. These operations are run by organized crime syndicates that traffic thousands of people into forced labor, requiring them to build emotional…

Cryptography and Security · Computer Science 2026-04-21 Gilad Gressel , Rahul Pankajakshan , Shir Rozenfeld , Ling Li , Ivan Franceschini , Krishnashree Achuthan , Yisroel Mirsky

AI systems are increasingly intertwined with daily life, assisting users with various tasks and guiding decision-making. This integration introduces risks of AI-driven manipulation, where such systems may exploit users' cognitive biases and…

Behavioral software contracts are a widely used mechanism for governing the flow of values between components. However, run-time monitoring and enforcement of contracts imposes significant overhead and delays discovery of faulty components…

Programming Languages · Computer Science 2014-06-17 Phuc C. Nguyen , Sam Tobin-Hochstadt , David Van Horn