Cover Image

Innocence in the Crossfire: Roles of Skip Connections in Jailbreaking Visual Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Nandi, Palash, Joshi, Maithili, Chakraborty, Tanmoy
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SABER: Uncovering Vulnerabilities in Safety Alignment via Cross-Layer Residual Connection
by: Joshi, Maithili, et al.
Published: (2025)

Exposing Long-Tail Safety Failures in Large Language Models through Efficient Diverse Response Sampling
by: Hajra, Suvadeep, et al.
Published: (2026)

SAFE-MEME: Structured Reasoning Framework for Robust Hate Speech Detection in Memes
by: Nandi, Palash, et al.
Published: (2024)

Recent Advances in Hate Speech Moderation: Multimodality and the Role of Large Models
by: Hee, Ming Shan, et al.
Published: (2024)

Markovian ODE-guided scoring can assess the quality of offline reasoning traces in language models
by: Nandi, Arghodeep, et al.
Published: (2026)

Decoding Memes: Benchmarking Narrative Role Classification across Multilingual and Multimodal Models
by: Sharma, Shivam, et al.
Published: (2025)

Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization
by: Srivastava, Aseem, et al.
Published: (2024)

Compression Laws for Large Language Models
by: Sengupta, Ayan, et al.
Published: (2025)

Information Anxiety in Large Language Models
by: Bajpai, Prasoon, et al.
Published: (2024)

Listening Between the Lines: Decoding Podcast Narratives with Language Modeling
by: Gupta, Shreya, et al.
Published: (2025)

The Art of Scaling Test-Time Compute for Large Language Models
by: Agarwal, Aradhye, et al.
Published: (2025)

First Finish Search: Efficient Test-Time Scaling in Large Language Models
by: Agarwal, Aradhye, et al.
Published: (2025)

Mechanistic Behavior Editing of Language Models
by: Singh, Joykirat, et al.
Published: (2024)

Strategic Dialogue Assessment: The Crooked Path to Innocence
by: Zheng, Anshun Asher, et al.
Published: (2025)

Breaking Language Barriers: A Question Answering Dataset for Hindi and Marathi
by: Sabane, Maithili, et al.
Published: (2023)

TAG-EQA: Text-And-Graph for Event Question Answering via Structured Prompting Strategies
by: Kadam, Maithili, et al.
Published: (2025)

HIDE and Seek: Detecting Hallucinations in Language Models via Decoupled Representations
by: Chatterjee, Anwoy, et al.
Published: (2025)

coTherapist: A Behavior-Aligned Small Language Model to Support Mental Healthcare Experts
by: Adhikary, Prottay Kumar, et al.
Published: (2026)

$\texttt{LM}^\texttt{2}$: A Simple Society of Language Models Solves Complex Reasoning
by: Juneja, Gurusha, et al.
Published: (2024)

Persona-aware Generative Model for Code-mixed Language
by: Sengupta, Ayan, et al.
Published: (2023)

Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks
by: Chatterjee, Anwoy, et al.
Published: (2024)

FLAME: Self-Supervised Low-Resource Taxonomy Expansion using Large Language Models
by: Mishra, Sahil, et al.
Published: (2024)

Multilingual Test-Time Scaling via Initial Thought Transfer
by: Bajpai, Prasoon, et al.
Published: (2025)

Harmonizing Code-mixed Conversations: Personality-assisted Code-mixed Response Generation in Dialogues
by: Kumar, Shivani, et al.
Published: (2024)

Self-Evolved Preference Optimization for Enhancing Mathematical Reasoning in Small Language Models
by: Singh, Joykirat, et al.
Published: (2025)

Step-by-Step Unmasking for Parameter-Efficient Fine-tuning of Large Language Models
by: Agarwal, Aradhye, et al.
Published: (2024)

Temporally Consistent Factuality Probing for Large Language Models
by: Bajpai, Ashutosh, et al.
Published: (2024)

JailbreakLens: Visual Analysis of Jailbreak Attacks Against Large Language Models
by: Feng, Yingchaojie, et al.
Published: (2024)

LASH: Adaptive Semantic Hybridization for Black-Box Jailbreaking of Large Language Models
by: Nafi, Abdullah Al Nomaan, et al.
Published: (2026)

Can Language Models Learn to Skip Steps?
by: Liu, Tengxiao, et al.
Published: (2024)

Skip-Connected Policy Optimization for Implicit Advantage
by: Teng, Fengwei, et al.
Published: (2026)

You Only Prune Once: Designing Calibration-Free Model Compression With Policy Learning
by: Sengupta, Ayan, et al.
Published: (2025)

Multilingual LLMs Inherently Reward In-Language Time-Sensitive Semantic Alignment for Low-Resource Languages
by: Bajpai, Ashutosh, et al.
Published: (2024)

From Images to Words: Efficient Cross-Modal Knowledge Distillation to Language Models from Black-box Teachers
by: Sengupta, Ayan, et al.
Published: (2026)

Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning
by: Juneja, Gurusha, et al.
Published: (2023)

Multilingual Needle in a Haystack: Investigating Long-Context Behavior of Multilingual Large Language Models
by: Hengle, Amey, et al.
Published: (2024)

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities
by: Mandal, Aishik, et al.
Published: (2025)

Multilingual Language Models Encode Script Over Linguistic Structure
by: Verma, Aastha A K, et al.
Published: (2026)

Skip-It? Theoretical Conditions for Layer Skipping in Vision-Language Models
by: Hartman, Max, et al.
Published: (2025)

Temporal Referential Consistency: Do LLMs Favor Sequences Over Absolute Time References?
by: Bajpai, Ashutosh, et al.
Published: (2025)