Privacy-Preserving Semantic Communications via Multi-Task Learning and Adversarial Perturbations
Fuente:
arXiv
Saved in:
| Main Authors: | Sagduyu, Yalin E., Erpek, Tugba, Yener, Aylin, Ulukus, Sennur |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Will 6G be Semantic Communications? Opportunities and Challenges from Task Oriented and Secure Communications to Integrated Sensing
by: Sagduyu, Yalin E., et al.
Published: (2024)
by: Sagduyu, Yalin E., et al.
Published: (2024)
Joint Sensing and Semantic Communications with Multi-Task Deep Learning
by: Sagduyu, Yalin E., et al.
Published: (2023)
by: Sagduyu, Yalin E., et al.
Published: (2023)
Low-Latency Task-Oriented Communications with Multi-Round, Multi-Task Deep Learning
by: Sagduyu, Yalin E., et al.
Published: (2024)
by: Sagduyu, Yalin E., et al.
Published: (2024)
Adversarial Attack and Defense for LoRa Device Identification and Authentication via Deep Learning
by: Sagduyu, Yalin E., et al.
Published: (2024)
by: Sagduyu, Yalin E., et al.
Published: (2024)
When Semantic Communication Meets Queueing: Cross-Layer Latency and Task Fidelity Optimization
by: Sagduyu, Yalin E., et al.
Published: (2026)
by: Sagduyu, Yalin E., et al.
Published: (2026)
Private Information Retrieval With Arbitrary Privacy Requirements for Graph-Based Storage
by: Nomeir, Mohamed, et al.
Published: (2026)
by: Nomeir, Mohamed, et al.
Published: (2026)
Local Private Information Retrieval: A New Privacy Perspective for Graph-Based Replicated Systems
by: Meel, Shreya, et al.
Published: (2026)
by: Meel, Shreya, et al.
Published: (2026)
The Capacity of Semantic Private Information Retrieval with Colluding Servers
by: Nomeir, Mohamed, et al.
Published: (2025)
by: Nomeir, Mohamed, et al.
Published: (2025)
Multi-Agent Distributed Optimization With Feasible Set Privacy
by: Meel, Shreya, et al.
Published: (2025)
by: Meel, Shreya, et al.
Published: (2025)
The Role of Common Randomness Replication in Symmetric PIR on Graph-Based Replicated Systems
by: Meel, Shreya, et al.
Published: (2026)
by: Meel, Shreya, et al.
Published: (2026)
On the Capacity Region of Individual Key Rates in Vector Linear Secure Aggregation
by: Hu, Lei, et al.
Published: (2026)
by: Hu, Lei, et al.
Published: (2026)
Storage-Rate Trade-off in A-XPIR
by: Nomeir, Mohamed, et al.
Published: (2026)
by: Nomeir, Mohamed, et al.
Published: (2026)
HetDAPAC: Distributed Attribute-Based Private Access Control with Heterogeneous Attributes
by: Meel, Shreya, et al.
Published: (2024)
by: Meel, Shreya, et al.
Published: (2024)
Symmetric Private Information Retrieval (SPIR) on Graph-Based Replicated Systems
by: Meel, Shreya, et al.
Published: (2025)
by: Meel, Shreya, et al.
Published: (2025)
The Asymptotic Capacity of Byzantine Symmetric Private Information Retrieval and Its Consequences
by: Nomeir, Mohamed, et al.
Published: (2025)
by: Nomeir, Mohamed, et al.
Published: (2025)
Byzantine-Eavesdropper Alliance: How to Achieve Symmetric Privacy in Quantum $X$-Secure $B$-Byzantine $E$-Eavesdropped $U$-Unresponsive $T$-Colluding PIR?
by: Nomeir, Mohamed, et al.
Published: (2024)
by: Nomeir, Mohamed, et al.
Published: (2024)
Quantum Private Membership Aggregation
by: Aytekin, Alptug, et al.
Published: (2024)
by: Aytekin, Alptug, et al.
Published: (2024)
Quantum $X$-Secure $B$-Byzantine $T$-Colluding Private Information Retrieval
by: Nomeir, Mohamed, et al.
Published: (2024)
by: Nomeir, Mohamed, et al.
Published: (2024)
Private Information Retrieval on Multigraph-Based Replicated Storage
by: Meel, Shreya, et al.
Published: (2025)
by: Meel, Shreya, et al.
Published: (2025)
Relay Selection and User Equipment Admission in Resource-Efficient NextG Sidelink Communications
by: Sagduyu, Yalin E., et al.
Published: (2025)
by: Sagduyu, Yalin E., et al.
Published: (2025)
Quantum Private Distributed Matrix Multiplication With Degree Tables
by: Nomeir, Mohamed, et al.
Published: (2025)
by: Nomeir, Mohamed, et al.
Published: (2025)
Deep Reinforcement Learning for Privacy-Preserving Task Offloading in Integrated Satellite-Terrestrial Networks
by: Lan, Wenjun, et al.
Published: (2023)
by: Lan, Wenjun, et al.
Published: (2023)
What If, But Privately: Private Counterfactual Retrieval
by: Meel, Shreya, et al.
Published: (2025)
by: Meel, Shreya, et al.
Published: (2025)
Continual Deep Reinforcement Learning to Prevent Catastrophic Forgetting in Jamming Mitigation
by: Davaslioglu, Kemal, et al.
Published: (2024)
by: Davaslioglu, Kemal, et al.
Published: (2024)
Privacy-Preserving Secure Neighbor Discovery for Wireless Networks
by: Hussain, Ahmed Mohamed, et al.
Published: (2025)
by: Hussain, Ahmed Mohamed, et al.
Published: (2025)
Smart Contract Coordinated Privacy Preserving Crowd-Sensing Campaigns
by: Bedogni, Luca, et al.
Published: (2024)
by: Bedogni, Luca, et al.
Published: (2024)
SecureDyn-FL: A Robust Privacy-Preserving Federated Learning Framework for Intrusion Detection in IoT Networks
by: Soomro, Imtiaz Ali, et al.
Published: (2026)
by: Soomro, Imtiaz Ali, et al.
Published: (2026)
Privacy-Preserving Gesture Tracking System Utilizing Frequency-Hopping RFID Signals
by: Zhang, Bojun
Published: (2024)
by: Zhang, Bojun
Published: (2024)
Schnorr Approval-Based Secure and Privacy-Preserving IoV Data Aggregation
by: Liu, Rui, et al.
Published: (2024)
by: Liu, Rui, et al.
Published: (2024)
How to Combat Reactive and Dynamic Jamming Attacks with Reinforcement Learning
by: Sagduyu, Yalin E., et al.
Published: (2025)
by: Sagduyu, Yalin E., et al.
Published: (2025)
A Privacy Measure Turned Upside Down? Investigating the Use of HTTP Client Hints on the Web
by: Wiefling, Stephan, et al.
Published: (2024)
by: Wiefling, Stephan, et al.
Published: (2024)
A Scalable, Privacy-Preserving Decentralized Identity and Verifiable Data Sharing Framework based on Zero-Knowledge Proofs
by: Yuan, Hui
Published: (2025)
by: Yuan, Hui
Published: (2025)
Mobility Induced Sensitivity of UAV based Nodes to Jamming in Private 5G Airfield Networks An Experimental Study
by: Mykytyn, Pavlo, et al.
Published: (2025)
by: Mykytyn, Pavlo, et al.
Published: (2025)
A Secure Semantic Communication System Based on Knowledge Graph
by: Guo, Qin, et al.
Published: (2025)
by: Guo, Qin, et al.
Published: (2025)
Distributed Federated Learning for Vehicular Network Security: Anomaly Detection Benefits and Multi-Domain Attack Threats
by: Demir, Utku, et al.
Published: (2025)
by: Demir, Utku, et al.
Published: (2025)
Detecting Adversarial Spectrum Attacks via Distance to Decision Boundary Statistics
by: Zhao, Wenwei, et al.
Published: (2024)
by: Zhao, Wenwei, et al.
Published: (2024)
Privacy-preserving Blockchain-enabled Parametric Insurance via Remote Sensing and IoT
by: Hao, Mingyu, et al.
Published: (2023)
by: Hao, Mingyu, et al.
Published: (2023)
PP-MARL: Efficient Privacy-Preserving Multi-Agent Reinforcement Learning for Cooperative Intelligence in Communications
by: Yuan, Tingting, et al.
Published: (2022)
by: Yuan, Tingting, et al.
Published: (2022)
Securing Hybrid Wireless Body Area Networks (HyWBAN): Advancements in Semantic Communications and Jamming Techniques
by: Soderi, Simone, et al.
Published: (2024)
by: Soderi, Simone, et al.
Published: (2024)
Prekey Pogo: Investigating Security and Privacy Issues in WhatsApp's Handshake Mechanism
by: Gegenhuber, Gabriel K., et al.
Published: (2025)
by: Gegenhuber, Gabriel K., et al.
Published: (2025)
Similar Items
-
Will 6G be Semantic Communications? Opportunities and Challenges from Task Oriented and Secure Communications to Integrated Sensing
by: Sagduyu, Yalin E., et al.
Published: (2024) -
Joint Sensing and Semantic Communications with Multi-Task Deep Learning
by: Sagduyu, Yalin E., et al.
Published: (2023) -
Low-Latency Task-Oriented Communications with Multi-Round, Multi-Task Deep Learning
by: Sagduyu, Yalin E., et al.
Published: (2024) -
Adversarial Attack and Defense for LoRa Device Identification and Authentication via Deep Learning
by: Sagduyu, Yalin E., et al.
Published: (2024) -
When Semantic Communication Meets Queueing: Cross-Layer Latency and Task Fidelity Optimization
by: Sagduyu, Yalin E., et al.
Published: (2026)