On the public citation graph

Perceptual Hashing of Deep Convolutional Neural Networks for Model Copy Detection

https://doi.org/10.1145/3572777
0 signed · 88 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s11263-015-0816-yopenalex-snapshot
ImageNet Large Scale Visual Recognition Challenge
inferredcites →https://doi.org/10.1007/s13369-018-3454-1openalex-snapshot
A Novel Liver Image Classification Method Using Perceptual Hash-Based Convolutional Neural Network
inferredcites →https://doi.org/10.1016/j.comcom.2019.12.016openalex-snapshot
AFA: Adversarial fingerprinting authentication for deep neural networks
inferredcites →https://doi.org/10.1016/j.knosys.2022.108843openalex-snapshot
Step by step: A hierarchical framework for multi-hop knowledge graph reasoning with reinforcement learning
inferredcites →https://doi.org/10.1016/j.patrec.2005.10.010openalex-snapshot
An introduction to ROC analysis
inferredcites →https://doi.org/10.1016/j.sigpro.2009.05.016openalex-snapshot
A novel image hash algorithm resistant to print–scan
inferredcites →https://doi.org/10.1093/biomet/52.3-4.591openalex-snapshot
An Analysis of Variance Test for Normality (Complete Samples)
inferredcites →https://doi.org/10.1109/5.726791openalex-snapshot
Gradient-based learning applied to document recognition
inferredcites →https://doi.org/10.1109/access.2018.2803446openalex-snapshot
A Self-Adaptive Deep Learning-Based System for Anomaly Detection in 5G Networks
inferredcites →https://doi.org/10.1109/cvpr.1993openalex-snapshot
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition
inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot
Deep Residual Learning for Image Recognition
inferredcites →https://doi.org/10.1109/cvpr.2017.19openalex-snapshot
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
inferredcites →https://doi.org/10.1109/cvpr.2017.243openalex-snapshot
Densely Connected Convolutional Networks
inferredcites →https://doi.org/10.1109/cvpr.2018.00474openalex-snapshot
MobileNetV2: Inverted Residuals and Linear Bottlenecks
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00158openalex-snapshot
Multi-Dimensional Pruning: A Unified Framework for Model Compression
inferredcites →https://doi.org/10.1109/cvprw.2017.150openalex-snapshot
NTIRE 2017 Challenge on Single Image Super-Resolution: Dataset and Study
inferredcites →https://doi.org/10.1109/cvprw50498.2020.00366openalex-snapshot
Neural Network Compression Using Higher-Order Statistics and Auxiliary Reconstruction Losses
inferredcites →https://doi.org/10.1109/icmla.2015.152openalex-snapshot
MLaaS: Machine Learning as a Service
inferredcites →https://doi.org/10.1109/ijcnn.2003.1223944openalex-snapshot
Proceedings Of The International Joint Conference On Neural Networks 2003
inferredcites →https://doi.org/10.1109/ijcnn.2011.6033395openalex-snapshot
The German Traffic Sign Recognition Benchmark: A multi-class classification competition
inferredcites →https://doi.org/10.1109/sp.2017.49openalex-snapshot
Towards Evaluating the Robustness of Neural Networks
inferredcites →https://doi.org/10.1109/tai.2021.3068322openalex-snapshot
SemanticHash: Hash Coding Via Semantics-Guided Label Prototype Learning
inferredcites →https://doi.org/10.1109/tbdata.2016.2515640openalex-snapshot
Learning Visual Semantic Relationships for Efficient Visual Retrieval
inferredcites →https://doi.org/10.1109/tcsvt.2021.3121987openalex-snapshot
UAV-Satellite View Synthesis for Cross-View Geo-Localization
inferredcites →https://doi.org/10.1109/tcsvt.2022.3164190openalex-snapshot
Progressive Meta-Learning With Curriculum
inferredcites →https://doi.org/10.1109/tdsc.2022.3196790openalex-snapshot
Evaluating the Robustness of Trigger Set-Based Watermarks Embedded in Deep Neural Networks
inferredcites →https://doi.org/10.1109/tifs.2006.873601openalex-snapshot
Robust and secure image hashing
inferredcites →https://doi.org/10.1109/tifs.2016.2601065openalex-snapshot
Effective and Efficient Global Context Verification for Image Copy Detection
inferredcites →https://doi.org/10.1109/tifs.2020.2971142openalex-snapshot
Fractal Coding-Based Robust and Alignment-Free Fingerprint Image Hashing
inferredcites →https://doi.org/10.1109/tip.2009.2038637openalex-snapshot
Perceptual Image Hashing Based on Virtual Watermark Detection
inferredcites →https://doi.org/10.1109/tkde.2018.2837745openalex-snapshot
Robust Image Hashing with Tensor Decomposition
inferredcites →https://doi.org/10.1109/tkde.2021.3131188openalex-snapshot
Efficient Hashing Method Using 2D-2D PCA for Image Copy Detection
inferredcites →https://doi.org/10.1109/tpami.2021.3064850openalex-snapshot
Deep Model Intellectual Property Protection via Deep Watermarking
inferredcites →https://doi.org/10.1109/tsusc.2019.2930526openalex-snapshot
MIASec: Enabling Data Indistinguishability Against Membership Inference Attacks in MLaaS
inferredcites →https://doi.org/10.1145/2463676.2465274openalex-snapshot
Inter-media hashing for large-scale retrieval from heterogeneous data sources
inferredcites →https://doi.org/10.1145/3078971.3078974openalex-snapshot
Embedding Watermarks into Deep Neural Networks
inferredcites →https://doi.org/10.1145/3196494.3196550openalex-snapshot
Protecting Intellectual Property of Deep Neural Networks with Watermarking
inferredcites →https://doi.org/10.1145/3240765.3240862openalex-snapshot
Watermarking deep neural networks for embedded systems
inferredcites →https://doi.org/10.1145/3314051openalex-snapshot
From Selective Deep Convolutional Features to Compact Binary Representations for Image Retrieval
inferredcites →https://doi.org/10.1145/3355394openalex-snapshot
Efficient Image Hashing with Geometric Invariant Vector Distance for Copy Detection
inferredcites →https://doi.org/10.1145/3418215openalex-snapshot
Fine-Grained Visual Computing Based on Deep Learning
inferredcites →https://doi.org/10.1145/3433210.3437526openalex-snapshot
IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary
inferredcites →https://doi.org/10.1145/3458280openalex-snapshot
Equivariant Adversarial Network for Image-to-image Translation
inferredcites →https://doi.org/10.1145/3460319.3464816openalex-snapshot
ModelDiff: testing-based DNN similarity comparison for model reuse detection
inferredcites →https://doi.org/10.1145/3485665openalex-snapshot
Shuffle-invariant Network for Action Recognition in Videos
inferredcites →https://doi.org/10.1145/3503927openalex-snapshot
Scenario-Aware Recurrent Transformer for Goal-Directed Video Captioning
inferredcites →https://doi.org/10.1609/aaai.v30i1.10235openalex-snapshot
Deep Hashing Network for Efficient Similarity Retrieval
inferredcites →https://doi.org/10.1609/aaai.v34i07.6976openalex-snapshot
Model Watermarking for Image Processing Networks
inferredcites →https://doi.org/10.17487/rfc1321openalex-snapshot
The MD5 Message-Digest Algorithm
inferredcites →https://doi.org/10.3115/v1/p14-5010openalex-snapshot
The Stanford CoreNLP Natural Language Processing Toolkit
inferredcites →https://doi.org/10.3390/app9152972openalex-snapshot
An Improved Perceptual Hash Algorithm Based on U-Net for the Authentication of High-Resolution Remote Sensing Image
inferredcites →https://doi.org/10.48550/arxiv.1409.1556openalex-snapshot
Very Deep Convolutional Networks for Large-Scale Image Recognition
inferredcites →https://doi.org/10.48550/arxiv.1912.00888openalex-snapshot
Deep Neural Network Fingerprinting by Conferrable Adversarial Examples
inferredcites →https://doi.org/10.48550/arxiv.2010.15824openalex-snapshot
Passport-aware Normalization for Deep Model Protection
inferredcites →https://doi.org/10.48550/arxiv.2108.02360openalex-snapshot
Exploring Structure Consistency for Deep Model Watermarking
inferredcites →https://doi.org/10.5244/c.26.135openalex-snapshot
Low-Complexity Single-Image Super-Resolution based on Nonnegative Neighbor Embedding
inferredcites →https://doi.org/10.57702/zp44cu3gopenalex-snapshot
Learning Multiple Layers of Features from Tiny Images
inferredcites →https://doi.org/10.7551/mitpress/11474.003.0014openalex-snapshot
Neural Information Processing Systems

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1016/j.engappai.2025.113024openalex-snapshot
Intellectual property protection for deep learning model and dataset intelligence
inferred← citeshttps://doi.org/10.1016/j.eswa.2025.127706openalex-snapshot
Model authentication hashing: Identifying pirated neural network models
inferred← citeshttps://doi.org/10.1016/j.patcog.2026.113568openalex-snapshot
KRCapVLM: Beam-guided knowledge replay for knowledge-rich image captioning using vision-language model
inferred← citeshttps://doi.org/10.1016/j.ymssp.2026.114706openalex-snapshot
Cooperative feature extraction for state monitoring of multiple motors in hub-driven electric vehicles
inferred← citeshttps://doi.org/10.1049/cit2.12306openalex-snapshot
Image and video analysis using graph neural network for Internet of Medical Things and computer vision applications
inferred← citeshttps://doi.org/10.1109/cvpr52734.2025.01878openalex-snapshot
Graph-Embedded Structure-Aware Perceptual Hashing for Neural Network Protection and Piracy Detection
inferred← citeshttps://doi.org/10.1109/cvprw63382.2024.00217openalex-snapshot
Multi-bit, Black-box Watermarking of Deep Neural Networks in Embedded Applications
inferred← citeshttps://doi.org/10.1109/icmsci62561.2025.10894446openalex-snapshot
Hybrid Data Fusion for Elegant Emotion Recognition in Cloud-Based Big Data Systems
inferred← citeshttps://doi.org/10.1109/jiot.2026.3717885openalex-snapshot
MLMAC: MAC-Like Model Identity for Edge IoT AI Agents Using Behavioral Vectors and Fuzzy Extraction
inferred← citeshttps://doi.org/10.1109/lsp.2024.3465898openalex-snapshot
Robust Hashing for Neural Network Models via Heterogeneous Graph Representation
inferred← citeshttps://doi.org/10.1109/mipr70517.2026.00032openalex-snapshot
A Harmless Owner-Specific Verification Scheme for DNN Copyright Protection
inferred← citeshttps://doi.org/10.1109/tdsc.2025.3560426openalex-snapshot
Neural Network Watermarking With Hierarchical Recoverability
inferred← citeshttps://doi.org/10.1109/tdsc.2025.3571715openalex-snapshot
LOGO-Based Intellectual Property Right Protection Scheme for GANs on FPGA
inferred← citeshttps://doi.org/10.1109/tifs.2025.3607234openalex-snapshot
Division and Union: Latent Model Watermarking
inferred← citeshttps://doi.org/10.1109/tifs.2026.3716233openalex-snapshot
Zero-Knowledge Proof-Based IP Protection of Visual Large Models of Autonomous Driving
inferred← citeshttps://doi.org/10.1109/wifs58808.2023.10374926openalex-snapshot
Recoverable Active Protection Framework for Neural Network Models
inferred← citeshttps://doi.org/10.1145/3600234openalex-snapshot
Robust Hashing via Global and Local Invariant Features for Image Copy Detection
inferred← citeshttps://doi.org/10.1145/3650112openalex-snapshot
Robust Image Hashing via CP Decomposition and DCT for Copy Detection
inferred← citeshttps://doi.org/10.1145/3656047openalex-snapshot
Dual Dynamic Threshold Adjustment Strategy
inferred← citeshttps://doi.org/10.1145/3665249openalex-snapshot
Online Cross-modal Hashing With Dynamic Prototype
inferred← citeshttps://doi.org/10.1145/3704636openalex-snapshot
Multi-scale Consistency Deep Lifelong Cross-modal Hashing
inferred← citeshttps://doi.org/10.1145/3727880openalex-snapshot
A Survey of Perceptual Hashing for Multimedia
inferred← citeshttps://doi.org/10.1145/3735135openalex-snapshot
MoHGCN: Momentum Hypergraph Convolution Network for Cross-modal Retrieval
inferred← citeshttps://doi.org/10.1145/3746027.3755264openalex-snapshot
MADPHash: Manipulation-Aware Deep Perceptual Hashing using Feature Consistency
inferred← citeshttps://doi.org/10.1145/3747297openalex-snapshot
Robust and Secure Hashing Towards Pirated Neural Network Model Detection
inferred← citeshttps://doi.org/10.1145/3773028openalex-snapshot
Securing Large Language Models: A Survey of Watermarking and Fingerprinting Techniques
inferred← citeshttps://doi.org/10.1145/3778121openalex-snapshot
NNFMAC: A Neural Network Fingerprinting-Based Model Authentication Code Scheme
inferred← citeshttps://doi.org/10.1145/3832322openalex-snapshot
Global-local Temporal Modeling Enhanced 2DCNN with Category-supervised Contrastive Learning for Action Recognition
inferred← citeshttps://doi.org/10.52783/tjjpt.v44.i3.2310openalex-snapshot
A Review Study on various Image Security Techniques and Emerging trends for Visual Data Protection
inferred← citeshttps://doi.org/10.7717/peerj-cs.1671openalex-snapshot
Swarm intelligence-based packet scheduling for future intelligent networks
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.