Cover Image

Seed-Induced Uniqueness in Transformer Models: Subspace Alignment Governs Subliminal Transfer

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Okatan, Ayşe Selin, Akbaş, Mustafa İlhan, Kandel, Laxima Niure, Peköz, Berker
Format:	Preprint
Published:	2025
Subjects:	Signal Processing Artificial Intelligence Cryptography and Security Machine Learning 68T07, 68P25, 94A60, 68Q32, 68Q87, 94A17 I.2.6; C.2.0; D.4.6; E.3; I.5.1; K.6.5
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Keys in the Weights: Transformer Authentication Using Model-Bound Latent Representations
by: Okatan, Ayşe S., et al.
Published: (2025)

Clone What You Can't Steal: Black-Box LLM Replication via Logit Leakage and Distillation
by: Gharami, Kanchon, et al.
Published: (2025)

Formal Models and Convergence Analysis for Context-Aware Security Verification
by: Chaudhary, Ayush
Published: (2025)

Energy-Efficient Information Representation in MNIST Classification Using Biologically Inspired Learning
by: Stricker, Patrick, et al.
Published: (2026)

CS-SHRED: Enhancing SHRED for Robust Recovery of Spatiotemporal Dynamics
by: da Silva, Romulo B., et al.
Published: (2025)

How Does Machine Learning Manage Complexity?
by: Fortnow, Lance
Published: (2026)

Ultrahigh-Q chiral resonances empowered by multi-head attention deep learning
by: Zhang, Cong, et al.
Published: (2025)

On Woolhouse's Cotton-Spinning Problem
by: Groote, Jan Friso, et al.
Published: (2024)

Threat-Oriented Digital Twinning for Security Evaluation of Autonomous Platforms
by: Neubert, Thomas J., et al.
Published: (2026)

The Age of Sensorial Zero Trust: Why We Can No Longer Trust Our Senses
by: Xavier, Fabio Correa
Published: (2025)

From CRUD to Autonomous Agents: Formal Validation and Zero-Trust Security for Semantic Gateways in AI-Native Enterprise Systems
by: Peyrano, Ignacio
Published: (2026)

MVTamperBench: Evaluating Robustness of Vision-Language Models
by: Agarwal, Amit, et al.
Published: (2024)

Adaptive Mixture Importance Sampling for Automated Ads Auction Tuning
by: Jia, Yimeng, et al.
Published: (2024)

Probabilistic and nonlinear compressive sensing
by: Barth, Lukas Silvester, et al.
Published: (2025)

Verifiable Fine-Tuning for LLMs: Zero-Knowledge Training Proofs Bound to Data Provenance and Policy
by: Akgul, Hasan, et al.
Published: (2025)

Simultaneous source separation of unknown numbers of single-channel underwater acoustic signals based on deep neural networks with separator-decoder structure
by: Sun, Qinggang, et al.
Published: (2022)

IF-D: A High-Frequency, General-Purpose Inertial Foundation Dataset for Self-Supervised Learning
by: Ferreira, Patrick, et al.
Published: (2025)

Mitigating Catastrophic Forgetting in Streaming Generative and Predictive Learning via Stateful Replay
by: Du, Wenzhang
Published: (2025)

FedPhD: Federated Pruning with Hierarchical Learning of Diffusion Models
by: Long, Qianyu, et al.
Published: (2025)

Graded Transformers
by: Shaska Sr, Tony
Published: (2025)

zk-Agreements: A Privacy-Preserving Way to Establish Deterministic Trust in Confidential Agreements
by: Liu, To-Wen, et al.
Published: (2025)

Associative Syntax and Maximal Repetitions reveal context-dependent complexity in fruit bat communication
by: Assom, Luigi
Published: (2025)

A Practical Synthesis of Detecting AI-Generated Textual, Visual, and Audio Content
by: Cao, Lele
Published: (2025)

Recovering WPA-3 Network Password by Bypassing the Simultaneous Authentication of Equals Handshake using Social Engineering Captive Portal
by: Chadee, Kyle, et al.
Published: (2024)

Safe Low Bandwidth SPV: A Formal Treatment of Simplified Payment Verification Protocols and Security Bounds
by: Wright, Craig S
Published: (2025)

AI Model for Predicting Binding Affinity of Antidiabetic Compounds Targeting PPAR
by: Aman, La Ode, et al.
Published: (2024)

Think Thrice Before You Speak: Dual knowledge-enhanced Theory-of-Mind Reasoning for Persuasive Agents
by: Ma, Minghui, et al.
Published: (2026)

Murphys Laws of AI Alignment: Why the Gap Always Wins
by: Gaikwad, Madhava
Published: (2025)

Machine learning based animal emotion classification using audio signals
by: Slobodian, Mariia, et al.
Published: (2025)

Adaptive Trust Consensus for Blockchain IoT: Comparing RL, DRL, and MARL Against Naive, Collusive, Adaptive, Byzantine, and Sleeper Attacks
by: Padia, Soham, et al.
Published: (2025)

The Current and Future Perspectives of Zinc Oxide Nanoparticles in the Treatment of Diabetes Mellitus
by: Yousaf, Iqra
Published: (2024)

Retrieval-Augmented Memory for Online Learning
by: Du, Wenzhang
Published: (2025)

Tricks and Plug-ins for Gradient Boosting with Transformers
by: Fang, Biyi, et al.
Published: (2025)

LAWS: Learning from Actual Workloads Symbolically -- A Self-Certifying Parametrized Cache Architecture for Neural Inference, Robotics, and Edge Deployment
by: Magarshak, Gregory
Published: (2026)

On the Equivalence of Regression and Classification
by: Jayadeva, et al.
Published: (2025)

Finite-Size Security Bounds in Semi-Quantum Key Distribution: Spectral, Operator-Theoretic, and Entropic Perspectives
by: Ratul, Zahidur Rezwan
Published: (2025)

Advances in Set Function Learning: A Survey of Techniques and Applications
by: Xie, Jiahao, et al.
Published: (2025)

Frequency Principle: Fourier Analysis Sheds Light on Deep Neural Networks
by: Xu, Zhi-Qin John, et al.
Published: (2019)

Backpropagation Through Time For Networks With Long-Term Dependencies
by: Bird, George, et al.
Published: (2021)

One-Shot Secure Aggregation: A Hybrid Cryptographic Protocol for Private Federated Learning in IoT
by: Emmaka, Imraul, et al.
Published: (2025)