Deception Detection
5 papers with code • 0 benchmarks • 2 datasets
Benchmarks
These leaderboards are used to track progress in Deception Detection
Libraries
Use these libraries to find Deception Detection models and implementations
Mafiascum
The Mafia Dataset
Latest papers with no code
Audio-Visual Deception Detection: DOLOS Dataset and Parameter-Efficient Crossmodal Learning
Despite this, deception detection research is hindered by the lack of high-quality deception datasets, as well as the difficulties of learning multimodal features effectively.
Flexible-modal Deception Detection with Audio-Visual Adapter
Detecting deception by human behaviors is vital in many fields such as custom security and multimedia anti-fraud.
Explainable Verbal Deception Detection using Transformers
We then zoom in on vocabulary uniqueness and the correlation of LIWC categories with the outcome class (truthful vs deceptive).
Putting the Con in Context: Identifying Deceptive Actors in the Game of Mafia
In this work, we analyze the effect of speaker role on language use through the game of Mafia, in which participants are assigned either an honest or a deceptive role.
Linguistic Cues of Deception in a Multilingual April Fools' Day Context
In this work we consider the collection of deceptive April Fools' Day(AFD) news articles as a useful addition in existing datasets for deception detection tasks.
Privacy-Aware Identity Cloning Detection based on Deep Forest
We propose a novel method to detect identity cloning of social-sensor cloud service providers to prevent the detrimental outcomes caused by identity deception.
Affect-Aware Deep Belief Network Representations for Multimodal Unsupervised Deception Detection
Our results motivate future work on unsupervised, affect-aware computational approaches for detecting deception and other social behaviors in the wild.
Deception Detection and Remote Physiological Monitoring: A Dataset and Baseline Experimental Results
Our application context is an interview scenario in which the interviewee attempts to deceive the interviewer on selected responses.
Deception Detection in Videos using the Facial Action Coding System
We specifically use long short-term memory (LSTM) which we trained using the real-life trial dataset and it provided one of the best facial only approaches to deception detection.
Deception detection in text and its relation to the cultural dimension of individualism/collectivism
Our focus is on automatic deception detection in text across cultures.
