2020 and 2021 Data Mining Projects

2020-2021 IEEE Java, Android Projects,TMKS InfoTech, Bangalore
#1510,Sri Gowri Shankara Complex, 2nd Floor,MKK Road, Near Harishchandra Ghat,
Mariyappanapalya, Rajajinagar 2nd Stage, Bangalore - 560021.
Contact :: K.Manjunath -- 09535866270
Sl.No 2020 & 2021 Project Title Year
CLOUD COMPUTING
1 A Verifiable Semantic Searching Scheme by Optimal Matching over
Encrypted Data in Public Cloud
2020
2 Achieving Practical Symmetric Searchable Encryption with Search Pattern
Privacy over Cloud
2020
3 Achieving Searchable Encryption Scheme with Search Pattern Hidden 2020
4 Authentication and Key Agreement Based on Anonymous Identity for Peer-
to-Peer Cloud
2020
5 CloudRaid Detecting Distributed Concurrency Bugs via Log-Mining and
Enhancement
2020
6 Designing Secure and Efficient Biometric-Based Secure Access Mechanism
for Cloud Services
2020
7 Lightweight Privacy-preserving Medical Diagnosis in Edge Computing 2020
8 Personality and Value-aware Scheduling of User Requests in Cloud for Profit
Maximization
2020
9 Privacy-preserving Efficient Verifiable Deep Packet Inspection for Cloud-
assisted Middlebox
2020
10 Privacy-preserving Medical Treatment System through Nondeterministic
Finite Automata
2020
11 Privacy-Preserving Outsourced Inner Product Computation on Encrypted
Database
2020
12 Proactive Fault-Tolerance Technique to Enhance Reliability of Cloud Service
in Cloud Federation Environment
2020
13 Publicly Verifiable Shared Dynamic Electronic Health Record Databases 2020

14 Revocable Attribute-based Data Storage in Mobile Clouds 2020
15 Secure Keyword Search and Data Sharing Mechanism for Cloud Computing 2020
16 Secure Similarity Search over Encrypted Non-Uniform Datasets 2020
17 Secure Storage Auditing with Efficient Key Updates for Cognitive Industrial
IoT Environment
2020
18 Semantics of Data Mining Services in Cloud Computing 2020
19 Similarity Search for Encrypted Images in Secure Cloud Computing 2020
20 Tag-based Verifiable Delegated Set Intersection over Outsourced Private
Datasets
2020
21 Threshold Multi-keyword Search for Cloud-Based Group Data Sharing 2020
22 Towards Secure and Efficient Equality Conjunction Search over Outsourced
Databases
2020
23 Verifiable Searchable Encryption Framework against Insider Keyword-
Guessing Attack in Cloud Storage
2020
24 A Secure Enhanced Key-Policy Attribute-Based Temporary Keyword Search
Scheme in the Cloud
2020
25 Development and Examination of Fog Computing-Based Encrypted Control
System.
2020
26 A Novel Feature Matching Ranked Search Mechanism Over Encrypted
Cloud Data
2020
27 A Secure and Efficient Cloud-Centric Internet of Medical Things-Enabled
Smart Healthcare System with Public Verifiability
2020
28 Scalable and Secure Big Data IoT System Based on Multifactor
Authentication and Lightweight Cryptography
2020
29 Key Policy Attribute-Based Encryption with Keyword Search in Virtualized
Environments
2020
30 Identity-Based Encryption Transformation for Flexible Sharing of Encrypted 2020

Data in Public Cloud.
31 Secure Data Transfer and Deletion from Counting Bloom Filter in Cloud
Computing.
2020
32 Key-Escrow Free Attribute-Based Multi-Keyword Search with Dynamic
Policy Update in Cloud Computing
2020
33 Fast Secure and Anonymous Key Agreement Against Bad Randomness for
Cloud Computing
2020
34 Achieving Practical Symmetric Searchable Encryption with Search Pattern
Privacy over Cloud
2020
35 Achieving Secure and Dynamic Range Queries Over Encrypted Cloud Data 2020
SERVICES COMPUTING
1 ECOGreen Electricity Cost Optimization for Green Datacenters in Emerging
Power Markets
2020
2 Efficient Encrypted Data Search with Expressive Queries and Flexible
Update
2020
3 Energy-aware cloud workflow applications scheduling with geo-distributed
data
2020
4 KeySea Keyword-based Search with Receiver Anonymity in Attribute-based
Searchable Encryption
2020
5 Lightweight Privacy-preserving Raw Data Publishing Scheme 2020
6 Location-Aware Service Recommendations With Privacy-Preservation in the
Internet of Things
2020
7 Lucid A Practical, Lightweight Deep Learning Solution for DDoS Attack
Detection
2020
8 Minimizing Financial Cost of DDoS Attack Defense in Clouds with Fine-
Grained Resource Management
2020

9 Personalized Recommendation System based on Collaborative Filtering for
IoT Scenarios
2020
10 Privacy Preserving QoS Forecasting in Mobile Edge Environments 2020
11 Provably Efficient Resource Allocation for Edge Service Entities Using
Hermes
2020
12 Reverse Nearest Neighbor Search in Semantic Trajectories for Location
based Services
2020
13 Revocable Attribute-based Data Storage in Mobile Clouds 2020
14 Semantics of Data Mining Services in Cloud Computing 2020
15 Shed+ Optimal Dynamic Speculation to Meet Application Deadlines in Cloud 2020
16 Scalable and efficient authentication scheme for secure smart grid
communication
2020
INFORMATION FORENSICS AND SECURITY
1 Sparse Mobile Crowdsensing With Differential and Distortion Location
Privacy
2020
2 A Verifiable Semantic Searching Scheme by Optimal Matching over
Encrypted Data in Public Cloud
2020
3 Pay as You Decrypt Decryption Outsourcing for Functional Encryption
Using Blockchain
2020
4 Securing Resources in Decentralized Cloud Storage 2020
5 Fake News, Disinformation,and Deepfakes: Leveraging Distributed Ledger
Technologies and Blockchain to Combat Digital Deception and Counterfeit
Reality
2020
COMPUTATIONAL SOCIAL SYSTEMS

1 Activity Minimization of Misinformation Influence in Online Social Networks 2020
2 An Efficient Feedback Control Mechanism for Positive or Negative
Information Spread in Online Social Networks
2020
3 ArvaNet Deep Recurrent Architecture for PPG-Based Negative Mental-State
Monitoring
2020
4 Characterizing the Propagation of Situational Information in Social Media
During COVID-19 Epidemic A Case Study on Weibo
2020
5 Continuous Activity Maximization in Online Social Networks 2020
6 Detecting and Characterizing Extremist Reviewer Groups in Online Product
Reviews
2020
7 Detection of Malicious Social Bots Using Learning Automata With URL
Features in Twitter Network
2020
8 Information Dissemination From Social Network for Extreme Weather
Scenario
2020
9 Location-Aware Service Recommendations With Privacy-Preservation in the
Internet of Things
2020
10 Movie Recommendation System Using Sentiment Analysis From Micro
blogging Data
2020
11 On Utilizing Communities Detected From Social Networks in Hashtag
Recommendation
2020
12 Understanding the User Behavior of Foursquare A Data-Driven Study on a
Global Scale
2020
13 User Behavior Prediction of Social Hotspots Basedon Multi message
Interaction and Neural Network
2020
14 Popular Matching for Security-Enhanced Resource Allocation in Social
Internet of Flying Things
2020
15 SciChallenge A Social Media Aware Platform for Contest-Based STEM
Education and Motivation of Young Students
2020

DATA MINING
1 A Hidden Markov Contour Tree Model for Spatial Structured Prediction 2020
2 Adaptive Diffusion of Sensitive Information In Online Social Networks 2020
3 Adaptive Similarity Embedding For Unsupervised Multi-View Feature
Selection
2020
4 Adaptively Secure and Fast Processing of Conjunctive Queries over
Encrypted Data
2020
5 BATCH A Scalable Asymmetric Discrete Cross-Modal Hashing 2020
6 Cashless Society Managing Privacy and Security in the Technological Age 2020
7 DGDFS Dependence Guided Discriminative Feature Selection for Predicting
Adverse Drug-Drug Interaction
2020
8 Discovering Temporal Patterns for Event Sequence Clustering via Policy
Mixture Model
2020
9 Effective Keyword Search over Weighted Graphs 2020
10 Efficient Match-Based Candidate Network Generation for Keyword Queries
over Relational Databases
2020
11 Efficient Processing of Group Planning Queries Over Spatial-Social
Networks
2020
12 Efficiently Processing Spatial and Keyword Queries in Indoor Venues 2020
13 Evaluating Public Anxiety for Topic-based Communities in Social Networks 2020
14 Fast Multi-view Semi-supervised Learning with Learned Graph 2020
15 Fuzzy K-Means Clustering With Discriminative Embedding 2020
16 Guarantee the Quality-of-Service of Control Transactions in Real-Time
Database Systems
2020
17 Hierarchical Prediction and Adversarial Learning For Conditional Response 2020

Generation
18 Land Use Classification with Point of Interests and Structural Patterns 2020
19 Modeling Relation Paths for Knowledge Graph Completion 2020
20 Multi-view Clustering with the Cooperation of Visible and Hidden Views 2020
21 Online Pricing with Reserve Price Constraint for Personal Data Markets 2020
22 Personalized Long and Short term Preference Learning for Next POI
Recommendation
2020
23 Predicting Hot Events in the Early Period through Bayesian Model for Social
Networks
2020
24 Predicting Student Performance in an Educational Game Using a Hidden
Markov Model
2020
25 Privacy Preserving Location Data Publishing A Machine Learning Approach 2020
26 Product Quantized Collaborative Filtering 2020
27 Publicly Verifiable Databases with All Efficient Updating Operations 2020
28 Scalable and Adaptive Data Replica Placement for Geo-Distributed Cloud
Storages
2020
29 Social Boosted Recommendation with Folded Bipartite Network Embedding 2020
30 Emotion Correlation Mining Through Deep Learning Models on Natural
Language Text
2020
2020
MOBILE COMPUTING
1 AdSherlock Efficient and Deployable Click Fraud Detection for Mobile
Applications
2020
2 Distributed Time-Sensitive Task Selection in Mobile Crowdsensing 2020
3 Eclipse Preserving Differential Location Privacy Against Long-Term
Observation Attacks
2020

4 Exploiting Multi-Dimensional Task Diversity in Distributed Auctions for
Mobile Crowd Sensing
2020
5 Fine Grained User Profiling for Personalized Task Matching in Mobile
Crowd Sensing
2020
6 KOLLECTOR Detecting Fraudulent Activities on Mobile Devices Using
DeepLearning
2020
7 PACE Privacy-Preserving and Quality-Aware Incentive Mechanism for
Mobile Crowd Sensing
2020
8 Predictability and Prediction of Human Mobility Basedon Application-
collected Location Data
2020
9 Privacy-Preserving Media Sharing with Scalable Access Control and Secure
De duplication in Mobile Cloud Computing
2020
10 Protecting Your Shopping Preference with Differential Privacy 2020
11 Proximity-Aware Location BasedCollaborative Sensing for Energy-Efficient
Mobile Devices
2020
12 Social Recruiter Dynamic Incentive Mechanism for Mobile Crowd Sourcing
Worker Recruitment with Social Networks
2020
13 Towards Fine-Grained Access Control in Enterprise-Scale Internet-of-Things 2020
14 Towards Personalized Privacy-Preserving Incentive for Truth Discovery in
Mobile Crowd Sensing Systems
2020
DEPENDABLE AND SECURE COMPUTING
1 Shielding Collaborative Learning Mitigating Poisoning Attacks through
Client Side Detection
2020
2 Scaling Camouflage Content Disguising Attack Against Computer Vision
Applications
2020
3 Representing Fine-Grained Co-Occurrences for Behavior-Based Fraud
Detection in Online Payment Services
2020

4 Privacy-Preserving Federated DeepLearning with Irregular Users 2020
5 Optimal Filter Assignment Policy Against Distributed Denial-of-Service
Attack
2020
6 On-the-fly Privacy for Location Histograms 2020
7 Multi-client Sub-Linear Boolean Keyword Searching for Encrypted Cloud
Storage with Owner-enforced Authorization
2020
8 Match in My Way Fine-Grained Bilateral Access Control for Secure Cloud-
Fog Computing
2020
9 Geometric range search on encrypted data with Forward or Backward
security
2020
10 Efficient Server-Aided Secure Two-Party Computation in Heterogeneous
Mobile Cloud Computing
2020
11 Efficient and Secure Attribute-based Access Control with Identical Sub-
Policies Frequently Used in Cloud Storage1
2020
12 Detection and Defense of Cache Pollution Basedon Popularity Prediction in
Named Data Networking
2020
13 Adaptive Secure Nearest Neighbor Query Processing over Encrypted Data 2020
14 Achieving Efficient Secure Deduplication with User-Defined Access Control
in Cloud
2020
15 Achieving Efficient and Privacy-Preserving Exact Set Similarity Search over
Encrypted Data
2020
16 A Traceable and Revocable Ciphertext-policy Attribute-based Encryption
Scheme Basedon Privacy Protection
2020
INDUSTRIAL INFORMATICS
1 An Efficient Privacy Preserving Message Authentication Scheme for
Internet-of-Things
2020

2 Detection and Mitigation of Cyber Attacks on Voltage Stability Monitoring of
Smart Grids
2020
3 Enabling Privacy-assured Fog-based Data Aggregation in E-healthcare
Systems
2020
4 Hidden Electricity Theft by Exploiting Multiple-Pricing Scheme in Smart
Grids
2020
5 Social Image Sentiment Analysis by Exploiting Multimodal Content and
Heterogeneous Relations
2020
EMERGING TOPICS IN COMPUTING
1 FarSight Long-Term Disease Prediction Using Unstructured Clinical Nursing
Notes
2020
2 Human-in-the-Loop-Aided Privacy-Preserving Scheme for Smart Healthcare 2020
3 Recommending Activities for Mental Health and Well-being Insights from
Two User Studies
2020
4 Semantic Access Control for Privacy Management of Personal Sensing in
Smart Cities
2020
BIG DATA
1 Credit Card Transactions Data Adversarial Augmentation in the Frequency
Domain
2020
2 Building and Querying an Enterprise Knowledge Graph 2020
3 Delegated Authorization Framework for EHR Services using Attribute Based
Encryption
2020
4 Secure Channel Free Certificate-Based Searchable Encryption Withstanding
Outside and Inside Keyword Guessing Attacks
2020
INTERNET OF THINGS (IOT)

1 A Trustworthy Privacy Preserving Framework for Machine Learning in
Industrial IoT Systems
2020
2 An Efficient IoT-Based Platform for Remote Real-Time Cardiac Activity
Monitoring
2020
3 An Efficient Privacy Preserving Message Authentication Scheme for
Internet-of-Things
2020
4 An Efficient Spam Detection Technique for IoT Devices using Machine
Learning
2020
5 Efficient IoT Management with Resilience to Unauthorized Access to Cloud
Storage
2020
6 Efficient Privacy Preserving Data Collection and Computation Offloading for
Fog-Assisted IoT
2020
7 Secure Storage Auditing with Efficient Key Updates for Cognitive Industrial
IoT Environment
2020
IMAGE PROCESSING AND MULTIMEDIA
1 Benchmarking Image Retrieval Diversification Techniques for Social Media 2020
2 Online Hashing with Bit Selection for Image Retrieval 2020
3 Trust-Based Video Management Framework for Social Multimedia Networks 2020
SOFTWARE ENGINEERING
1 Crisis-Critical Intellectual Property Findings From the COVID-19 Pandemic 2020
PARALLEL AND DISTRIBUTED SYSTEMS
1 An Integrated Indexing and Search Service for Distributed File Systems 2020

2 ESetStore An Erasure-Coded Storage System With Fast Data Recovery 2020
3 Scalable and Adaptive Data Replica Placement for Geo-Distributed Cloud
Storages
2020
VEHICULAR TECHNOLOGY
1 A Secure and Verifiable Data Sharing Scheme Based on Blockchain in
Vehicular Social Networks
2020
2 Collaborative Content Delivery in Software-Defined Heterogeneous
Vehicular Networks
2020
3 Dynamic Network Slicing and Resource Allocation in Mobile Edge
Computing Systems
2020
4 Security Enhanced Content Sharing in Social IoT A Directed Hypergraph-
Based Learning Scheme
2020

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