Multi-Trait Subspace Steering to Reveal the Dark Side of Human-AI Interaction
Fuente:
arXiv
Guardado en:
| Autores principales: | Chia, Xin Wei, Wong, Swee Liang, Pan, Jonathan |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Probing Latent Subspaces in LLM for AI Security: Identifying and Manipulating Adversarial States
por: Chia, Xin Wei, et al.
Publicado: (2025)
por: Chia, Xin Wei, et al.
Publicado: (2025)
Enhancing Reasoning Capacity of SLM using Cognitive Enhancement
por: Pan, Jonathan, et al.
Publicado: (2024)
por: Pan, Jonathan, et al.
Publicado: (2024)
Prompt Inject Detection with Generative Explanation as an Investigative Tool
por: Pan, Jonathan, et al.
Publicado: (2025)
por: Pan, Jonathan, et al.
Publicado: (2025)
Adaptive Multi-Subspace Representation Steering for Attribute Alignment in Large Language Models
por: Jiang, Xinyan, et al.
Publicado: (2025)
por: Jiang, Xinyan, et al.
Publicado: (2025)
Exploring the Personality Traits of LLMs through Latent Features Steering
por: Yang, Shu, et al.
Publicado: (2024)
por: Yang, Shu, et al.
Publicado: (2024)
Interactive Debugging and Steering of Multi-Agent AI Systems
por: Epperson, Will, et al.
Publicado: (2025)
por: Epperson, Will, et al.
Publicado: (2025)
Mitigating Misalignment Contagion by Steering with Implicit Traits
por: Chang, Maria, et al.
Publicado: (2026)
por: Chang, Maria, et al.
Publicado: (2026)
Exploitation Without Deception: Dark Triad Feature Steering Reveals Separable Antisocial Circuits in Language Models
por: Berg, Cameron, et al.
Publicado: (2026)
por: Berg, Cameron, et al.
Publicado: (2026)
Inference-Time Policy Steering through Human Interactions
por: Wang, Yanwei, et al.
Publicado: (2024)
por: Wang, Yanwei, et al.
Publicado: (2024)
Human-Centered Human-AI Interaction (HC-HAII): A Human-Centered AI Perspective
por: Xu, Wei
Publicado: (2025)
por: Xu, Wei
Publicado: (2025)
OpenDeception: Learning Deception and Trust in Human-AI Interaction via Multi-Agent Simulation
por: Wu, Yichen, et al.
Publicado: (2025)
por: Wu, Yichen, et al.
Publicado: (2025)
BarrierSteer: LLM Safety via Learning Barrier Steering
por: Tran, Thanh Q., et al.
Publicado: (2026)
por: Tran, Thanh Q., et al.
Publicado: (2026)
Human-AI Interaction Design Standards
por: Zhao, Chaoyi, et al.
Publicado: (2025)
por: Zhao, Chaoyi, et al.
Publicado: (2025)
PIXEL: Adaptive Steering Via Position-wise Injection with eXact Estimated Levels under Subspace Calibration
por: Yu, Manjiang, et al.
Publicado: (2025)
por: Yu, Manjiang, et al.
Publicado: (2025)
Revealed Multi-Objective Utility Aggregation in Human Driving
por: Sarkar, Atrisha, et al.
Publicado: (2023)
por: Sarkar, Atrisha, et al.
Publicado: (2023)
Mixture-of-Subspaces in Low-Rank Adaptation
por: Wu, Taiqiang, et al.
Publicado: (2024)
por: Wu, Taiqiang, et al.
Publicado: (2024)
Trends in AI and Human-AI Interaction in Clinical Trials -- A Hybrid Human-AI Exploration
por: Woolley, Sandra, et al.
Publicado: (2026)
por: Woolley, Sandra, et al.
Publicado: (2026)
The Dark Side of Digital Twins: Adversarial Attacks on AI-Driven Water Forecasting
por: Homaei, Mohammadhossein, et al.
Publicado: (2025)
por: Homaei, Mohammadhossein, et al.
Publicado: (2025)
What Do You Mean? Exploring How Humans and AI Interact with Symbols and Meanings in Their Interactions
por: Habibi, Reza, et al.
Publicado: (2025)
por: Habibi, Reza, et al.
Publicado: (2025)
CogSteer: Cognition-Inspired Selective Layer Intervention for Efficiently Steering Large Language Models
por: Wang, Xintong, et al.
Publicado: (2024)
por: Wang, Xintong, et al.
Publicado: (2024)
On the Same Page: Dimensions of Perceived Shared Understanding in Human-AI Interaction
por: Liang, Qingyu, et al.
Publicado: (2025)
por: Liang, Qingyu, et al.
Publicado: (2025)
Beyond Partner Diversity: An Influence-Based Team Steering Framework for Zero-Shot Human-Machine Teaming
por: Sheng, Wei, et al.
Publicado: (2026)
por: Sheng, Wei, et al.
Publicado: (2026)
Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition
por: Kazemitabaar, Majeed, et al.
Publicado: (2024)
por: Kazemitabaar, Majeed, et al.
Publicado: (2024)
Adaptive Budget Allocation for Orthogonal-Subspace Adapter Tuning in LLMs Continual Learning
por: Wan, Zhiyi, et al.
Publicado: (2025)
por: Wan, Zhiyi, et al.
Publicado: (2025)
The Cognitive Circuit Breaker: A Systems Engineering Framework for Intrinsic AI Reliability
por: Pan, Jonathan
Publicado: (2026)
por: Pan, Jonathan
Publicado: (2026)
Explainable Human-AI Interaction: A Planning Perspective
por: Sreedharan, Sarath, et al.
Publicado: (2024)
por: Sreedharan, Sarath, et al.
Publicado: (2024)
Multi-Step Knowledge Interaction Analysis via Rank-2 Subspace Disentanglement
por: Islam, Sekh Mainul, et al.
Publicado: (2025)
por: Islam, Sekh Mainul, et al.
Publicado: (2025)
Model Merging in the Essential Subspace
por: Li, Longhua, et al.
Publicado: (2026)
por: Li, Longhua, et al.
Publicado: (2026)
The Dark Side of AI Transformers: Sentiment Polarization & the Loss of Business Neutrality by NLP Transformers
por: Kumar, Prasanna
Publicado: (2026)
por: Kumar, Prasanna
Publicado: (2026)
Exploring the Impact of Personality Traits on LLM Bias and Toxicity
por: Wang, Shuo, et al.
Publicado: (2025)
por: Wang, Shuo, et al.
Publicado: (2025)
Steering LLMs via Scalable Interactive Oversight
por: Zhou, Enyu, et al.
Publicado: (2026)
por: Zhou, Enyu, et al.
Publicado: (2026)
CoSteer: Collaborative Decoding-Time Personalization via Local Delta Steering
por: Lv, Hang, et al.
Publicado: (2025)
por: Lv, Hang, et al.
Publicado: (2025)
Impatient Users Confuse AI Agents: High-fidelity Simulations of Human Traits for Testing Agents
por: He, Muyu, et al.
Publicado: (2025)
por: He, Muyu, et al.
Publicado: (2025)
Harmful Traits of AI Companions
por: Knox, W. Bradley, et al.
Publicado: (2025)
por: Knox, W. Bradley, et al.
Publicado: (2025)
AI-exhibited Personality Traits Can Shape Human Self-concept through Conversations
por: Li, Jingshu, et al.
Publicado: (2026)
por: Li, Jingshu, et al.
Publicado: (2026)
The Dark Side of Human Feedback: Poisoning Large Language Models via User Inputs
por: Chen, Bocheng, et al.
Publicado: (2024)
por: Chen, Bocheng, et al.
Publicado: (2024)
Rationale Behind Essay Scores: Enhancing S-LLM's Multi-Trait Essay Scoring with Rationale Generated by LLMs
por: Chu, SeongYeub, et al.
Publicado: (2024)
por: Chu, SeongYeub, et al.
Publicado: (2024)
Revealing the Power of Masked Autoencoders in Traffic Forecasting
por: Sun, Jiarui, et al.
Publicado: (2023)
por: Sun, Jiarui, et al.
Publicado: (2023)
Assessing AI Detectors in Identifying AI-Generated Code: Implications for Education
por: Pan, Wei Hung, et al.
Publicado: (2024)
por: Pan, Wei Hung, et al.
Publicado: (2024)
HAICOSYSTEM: An Ecosystem for Sandboxing Safety Risks in Human-AI Interactions
por: Zhou, Xuhui, et al.
Publicado: (2024)
por: Zhou, Xuhui, et al.
Publicado: (2024)
Ejemplares similares
-
Probing Latent Subspaces in LLM for AI Security: Identifying and Manipulating Adversarial States
por: Chia, Xin Wei, et al.
Publicado: (2025) -
Enhancing Reasoning Capacity of SLM using Cognitive Enhancement
por: Pan, Jonathan, et al.
Publicado: (2024) -
Prompt Inject Detection with Generative Explanation as an Investigative Tool
por: Pan, Jonathan, et al.
Publicado: (2025) -
Adaptive Multi-Subspace Representation Steering for Attribute Alignment in Large Language Models
por: Jiang, Xinyan, et al.
Publicado: (2025) -
Exploring the Personality Traits of LLMs through Latent Features Steering
por: Yang, Shu, et al.
Publicado: (2024)