Secure Resource Allocation via Constrained Deep Reinforcement Learning | Paper Citation Record

Observation 14a41f60-36ef-4dcb-880e-1280d77aab20 · outbound

This paper cites Efficient par- allel split learning over resource-constrained wireless edge networks,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Efficient par- allel split learning over resource-constrained wireless edge networks,

Reference 1

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Observation 142fdee3-62b7-4252-bc2b-3f7dee15657b · outbound

This paper cites Constructing 4D Radio Map in LEO Satellite Networks with Limited Samples.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Constructing 4D Radio Map in LEO Satellite Networks with Limited Samples

Reference 2

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This paper cites LEO-Split: A Semi-Supervised Split Learning Framework over LEO Satellite Networks.

Secure Resource Allocation via Constrained Deep Reinforcement Learning LEO-Split: A Semi-Supervised Split Learning Framework over LEO Satellite Networks

Reference 3

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This paper cites Vulseye: Detect Smart Contract Vulnerabilities via Stateful Directed Graybox Fuzzing.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Vulseye: Detect Smart Contract Vulnerabilities via Stateful Directed Graybox Fuzzing

Reference 4

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Observation b9a4b0bb-f457-4279-aa7c-b3907cabdfff · outbound

This paper cites Graphlearningformulti-satellitebasedspectrumsensing,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Graphlearningformulti-satellitebasedspectrumsensing,

Reference 5

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Observation acd8479d-c395-4ee0-8144-8796dc21909e · outbound

This paper cites Optimizing the learning performance in mobile augmented reality systems with cnn,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Optimizing the learning performance in mobile augmented reality systems with cnn,

Reference 6

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This paper cites Deep-learning-incorporated aug- mented reality application for engineering lab training,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Deep-learning-incorporated aug- mented reality application for engineering lab training,

Reference 7

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Observation 5de1a033-b75e-4b93-88d2-2e6d71c33a3d · outbound

This paper cites Integrated registration and oc- clusion handling based on deep learning for augmented-reality-assisted assembly instruction,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Integrated registration and oc- clusion handling based on deep learning for augmented-reality-assisted assembly instruction,

Reference 8

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Observation 4efe9ddd-c4ab-4942-b331-c4035039ec07 · outbound

This paper cites Tracking and transmission design in terahertz v2i networks,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Tracking and transmission design in terahertz v2i networks,

Reference 9

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Observation 8fefa7cf-e71f-43c4-a95b-3657f32e6d89 · outbound

This paper cites IC3M: In-Car Multimodal Multi-object Monitoring for Abnormal Status of Both Driver and Passengers.

Secure Resource Allocation via Constrained Deep Reinforcement Learning IC3M: In-Car Multimodal Multi-object Monitoring for Abnormal Status of Both Driver and Passengers

Reference 10

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Observation 2ce5b163-f1d1-4f15-9e5a-d9f54bb43960 · outbound

This paper cites Channel power gain estimation for terahertz vehicle-to-infrastructure networks,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Channel power gain estimation for terahertz vehicle-to-infrastructure networks,

Reference 11

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Observation ee073f04-3c37-419b-9891-98b5066a419c · outbound

This paper cites Rethinking membership inference attacks against transfer learning,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Rethinking membership inference attacks against transfer learning,

Reference 12

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Observation a71f5939-1a2f-4bbd-a169-b7490ba4d4c7 · outbound

This paper cites FedAC: An Adaptive Clustered Federated Learning Framework for Heterogeneous Data.

Secure Resource Allocation via Constrained Deep Reinforcement Learning FedAC: An Adaptive Clustered Federated Learning Framework for Heterogeneous Data

Reference 13

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Observation 6d73016f-b1f3-4c56-ac2b-2df19e454673 · outbound

This paper cites Multi-layer computation offload- ing in distributed heterogeneous mobile edge computing networks,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Multi-layer computation offload- ing in distributed heterogeneous mobile edge computing networks,

Reference 14

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Observation 16bfb32c-f89c-4cea-8021-52feac6fdee6 · outbound

This paper cites Secure channel establishment scheme for task delivery in vehicular cloud computing,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Secure channel establishment scheme for task delivery in vehicular cloud computing,

Reference 15

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Observation dcc728ca-b186-425c-85e9-eba6cf83e8fb · outbound

This paper cites Hierarchical Split Federated Learning: Convergence Analysis and System Optimization.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Hierarchical Split Federated Learning: Convergence Analysis and System Optimization

Reference 16

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Observation 4d7163bf-4f00-4ed3-bc5f-0d8cce2649bf · outbound

This paper cites Adaptive resource allo- cation for semantic communication networks,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Adaptive resource allo- cation for semantic communication networks,

Reference 17

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Observation d65650d1-ef5f-4762-b932-379bf497bb8f · outbound

This paper cites Resource allocation and trust computing for blockchain-enabled edge computing system,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Resource allocation and trust computing for blockchain-enabled edge computing system,

Reference 18

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Observation c78a9129-8bb1-4f4a-b0c1-039e2171c0d9 · outbound

This paper cites Resource Allocation and Workload Scheduling for Large-Scale Distributed Deep Learning: A Survey.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Resource Allocation and Workload Scheduling for Large-Scale Distributed Deep Learning: A Survey

Reference 19

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Observation 3ec7a42c-3de9-412a-aecf-88c2161459ed · outbound

This paper cites Fedsn: A federated learning framework over heterogeneous leo satellite networks,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Fedsn: A federated learning framework over heterogeneous leo satellite networks,

Reference 20

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Observation 14a6da1f-75f2-49f6-ae0b-4937b208463b · outbound

This paper cites Privacyeafl: Privacy-enhanced ag- gregation for federated learning in mobile crowdsensing,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Privacyeafl: Privacy-enhanced ag- gregation for federated learning in mobile crowdsensing,

Reference 21

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Observation 709ac1ef-499c-49d5-8a72-8f06bfc21332 · outbound

This paper cites Distributed task scheduling in serverless edge computing networks for the internet of things: A learning approach,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Distributed task scheduling in serverless edge computing networks for the internet of things: A learning approach,

Reference 22

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Observation 95970bd2-973c-44d1-9d47-353733de15c9 · outbound

This paper cites Performance optimization of serverless edge computing function offloading based on deep reinforcement learning,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Performance optimization of serverless edge computing function offloading based on deep reinforcement learning,

Reference 23

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Observation f79209d8-1d40-4daf-9ceb-e47a8d318aee · outbound

This paper cites Learning-based privacy-aware offloading for healthcare iot with energy harvesting,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Learning-based privacy-aware offloading for healthcare iot with energy harvesting,

Reference 24

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Observation ec09e4bb-f49c-42e1-984b-45e3c0f4869d · outbound

This paper cites Security modeling and efficient computation offloading for service workflow in mobile edge computing,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Security modeling and efficient computation offloading for service workflow in mobile edge computing,

Reference 25

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Observation a9ed7a0f-a53c-4e06-a9a5-e8d652b0d461 · outbound

This paper cites Performance optimization of serverless comput- ing for latency-guaranteed and energy-efficient task offloading in energy-harvesting industrial iot,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Performance optimization of serverless comput- ing for latency-guaranteed and energy-efficient task offloading in energy-harvesting industrial iot,

Reference 26

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Observation 681b7147-b76c-4d02-9102-72a050aa2834 · outbound

This paper cites Architecture and performance evalu- ation of distributed computation offloading in edge computing,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Architecture and performance evalu- ation of distributed computation offloading in edge computing,

Reference 27

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Observation cc5886d3-b200-4547-89e7-d1a68860465d · outbound

This paper cites Multi-cloud provisioning and load distribution for three- tier applications,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Multi-cloud provisioning and load distribution for three- tier applications,

Reference 28

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Observation 9a8e1c54-b598-476f-a6d1-fd6bf02fe335 · outbound

This paper cites Automated Federated Pipeline for Parameter-Efficient Fine-Tuning of Large Language Models.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Automated Federated Pipeline for Parameter-Efficient Fine-Tuning of Large Language Models

Reference 29

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Observation 99d29b04-55cc-40e8-be9d-0e464ce6ad3c · outbound

This paper cites Security computing resource allocation based on deep reinforcement learning in serverless multi-cloud edge computing,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Security computing resource allocation based on deep reinforcement learning in serverless multi-cloud edge computing,

Reference 30

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Observation ec709280-c27e-4a2a-bc99-aef055583e2a · outbound

This paper cites Efficientand secure multi-user multi-task computation offloading for mobile-edge computing in mobile iot networks,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Efficientand secure multi-user multi-task computation offloading for mobile-edge computing in mobile iot networks,

Reference 31

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Observation cebf93dd-128e-425f-982c-38df68543434 · outbound

This paper cites Service offloading with deep q-network for digital twinning-empowered internet of vehicles in edge computing,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Service offloading with deep q-network for digital twinning-empowered internet of vehicles in edge computing,

Reference 32

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Observation e6cfcdd1-c9d1-43fd-b49b-852c551e02d1 · outbound

This paper cites Multiuser computation offloading and resource allocation for cloud–edge heterogeneous network,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Multiuser computation offloading and resource allocation for cloud–edge heterogeneous network,

Reference 33

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Observation 7f0ef7e4-1db6-41bf-a809-458e8d5a51ce · outbound

This paper cites Echohand: High accu- racy and presentation attack resistant hand authentication on commodity mobile devices,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Echohand: High accu- racy and presentation attack resistant hand authentication on commodity mobile devices,

Reference 34

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Observation 35b444d7-b80f-4084-ae03-0a74427f5d4a · outbound

This paper cites Rethinking Adversarial Attacks in Reinforcement Learning from Policy Distribution Perspective.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Rethinking Adversarial Attacks in Reinforcement Learning from Policy Distribution Perspective

Reference 35

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This paper cites Toward robust detection of pup- pet attacks via characterizing fingertip-touch behaviors,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Toward robust detection of pup- pet attacks via characterizing fingertip-touch behaviors,

Reference 36

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Observation d0480588-75b1-4298-8bb4-5f14cee7c77c · outbound

This paper cites Sok: Comprehensive Security Overview, Challenges, and Future Directions of Voice-Controlled Systems.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Sok: Comprehensive Security Overview, Challenges, and Future Directions of Voice-Controlled Systems

Reference 37

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Observation 9ae5155f-877a-4739-98e4-17c163995138 · outbound

This paper cites Liveness is not enough: Enhancing fingerprint authentication with behavioral biometrics to defeat puppet attacks,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Liveness is not enough: Enhancing fingerprint authentication with behavioral biometrics to defeat puppet attacks,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:34.178128Z

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This paper cites Pushing Large Language Models to the 6G Edge: Vision, Challenges, and Opportunities.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Pushing Large Language Models to the 6G Edge: Vision, Challenges, and Opportunities

Reference 39

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This paper cites Semantic sleuth: Identifying ponzi contracts via large language models,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Semantic sleuth: Identifying ponzi contracts via large language models,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:34.162098Z

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Observation 75694066-c9e1-4593-999f-66ddf282e8d1 · outbound

This paper cites AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks.

Secure Resource Allocation via Constrained Deep Reinforcement Learning AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks

Reference 41

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This paper cites LCFed: An Efficient Clustered Federated Learning Framework for Heterogeneous Data.

Secure Resource Allocation via Constrained Deep Reinforcement Learning LCFed: An Efficient Clustered Federated Learning Framework for Heterogeneous Data

Reference 42

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This paper cites Split learning in 6g edge networks,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Split learning in 6g edge networks,

Reference 43

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Observation a541410d-acd2-46a5-8e34-2c462750e48f · outbound

This paper cites Source Code Summarization in the Era of Large Language Models.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Source Code Summarization in the Era of Large Language Models

Reference 44

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Observation a115d82f-56b4-4585-b2b4-12893888ab5b · outbound

This paper cites A survey of source code search: A 3-dimensional perspective,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning A survey of source code search: A 3-dimensional perspective,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:34.127948Z

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Observation 3070b3a5-2f2d-4932-99f7-86baf7b559c6 · outbound

This paper cites An extractive-and-abstractive framework for source code summarization,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning An extractive-and-abstractive framework for source code summarization,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:34.110162Z

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Observation bcfe4d23-988a-4418-b4c2-ed62ea4adb18 · outbound

This paper cites Esale: Enhancing code-summary alignment learning for source code summarization,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Esale: Enhancing code-summary alignment learning for source code summarization,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:34.094576Z

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Observation cec5c2f7-a067-4aed-8bdd-007c65a43cc0 · outbound

This paper cites Abstract Syntax Tree for Programming Language Understanding and Representation: How Far Are We?.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Abstract Syntax Tree for Programming Language Understanding and Representation: How Far Are We?

Reference 48

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This paper cites Maf: Method-anchored test fragmentation for test code plagiarism detection,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Maf: Method-anchored test fragmentation for test code plagiarism detection,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:34.078406Z

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Observation d1fb795d-8d99-407c-9cec-23454e593381 · outbound

This paper cites Backdooring neural code search,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Backdooring neural code search,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:34.062002Z

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Observation 70e3764c-98a3-470d-8a09-da720d6f47fe · outbound

This paper cites Eliminating Backdoors in Neural Code Models for Secure Code Understanding.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Eliminating Backdoors in Neural Code Models for Secure Code Understanding

Reference 51

Resolution: verified exact; local_arxiv, observed 2026-08-10T18:12:33.797652Z

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Observation fbef4f13-fa52-44b5-b536-f9d10a51f61c · outbound

This paper cites Mu- tual information guided backdoor mitigation for pre-trained encoders,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning Mu- tual information guided backdoor mitigation for pre-trained encoders,

Reference 52

Resolution: verified exact; raw_fallback, observed 2026-08-10T18:12:33.770411Z

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Observation 6e91c037-313a-4e6b-9c09-fe5de4159889 · outbound

This paper cites On the effectiveness of distillation in mitigating backdoors in pre-trained encoder,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning On the effectiveness of distillation in mitigating backdoors in pre-trained encoder,

Reference 53

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Observation 97fa974c-51b5-4e7e-8a9c-bdb42d77217e · outbound

This paper cites RULER: discriminative and iterative adversarial training for deep neural network fairness,.

Secure Resource Allocation via Constrained Deep Reinforcement Learning RULER: discriminative and iterative adversarial training for deep neural network fairness,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:12:34.045645Z

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