2019 and 2020 Data Mining projects list

2019-2020 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 2019 & 2020 Project Title Year
Cloud Computing
1 A Practical Attribute-Based Document Collection Hierarchical Encryption
Scheme in Cloud Computing
2019
2 A Trust-Based Agent Learning Model for Service Composition in Mobile
Cloud Computing Environments
2019
3 Dynamic Multi-Keyword Ranked Search Based on Bloom Filter Over
Encrypted Cloud Data
2019
4 Reliability and Availability Evaluation for Cloud Data Center Networks
Using Hierarchical Models
2019
5 Verifiable and Multi-keyword Searchable Attribute-based Encryption
Scheme for Cloud Storage
2019
6 Crypt-DAC: Cryptographically Enforced Dynamic Access Control in the
Cloud
2019
7 CHARON: A Secure Cloud-of-Clouds System for Storing and Sharing Big
Data
2019
8 An Attribute-Based Controlled Collaborative Access Control Scheme for
Public Cloud Storage
2019
9 Trustworthy Delegation toward Securing Mobile Healthcare Cyber-Physical
Systems
2019
10 Secure Data Group Sharing and Conditional Dissemination with Multi-
Owner in Cloud Computing
2019
11 Hidden Ciphertext Policy Attribute-Based Encryption with Fast Decryption
for Personal Health Record System
2019
12 A Lightweight Secure Auditing Scheme for Shared Data in Cloud Storage 2019

13 Novel Multi-Keyword Search on Encrypted Data in the Cloud 2019
14 Privacy-aware Personal Data Storage (P-PDS) Learning how to Protect User
Privacy from External Applications
2019
15 Privacy-Preserving Attribute-Based Keyword Search in Shared Multi-owner
Setting
2019
16 Fast Boolean Queries With Minimized Leakage for Encrypted Databases in
Cloud Computing
2019
17 Towards Achieving Keyword Search over Dynamic Encrypted Cloud Data
with Symmetric-Key Based Verification
2019
18 Design of Secure Authenticated Key Management Protocol for Cloud
Computing Environments
2019
19 A Fog-centric Secure Cloud Storage Scheme 2019
20 Enabling Verifiable and Dynamic Ranked Search Over Outsourced Data 2019
21 A Data Sharing Protocol to Minimize Security and Privacy Risks of Cloud
Storage in Big Data Era
2019
22 A Secure Searchable Encryption Framework for Privacy-Critical Cloud
Storage Services
2019
23 Achieve Privacy-Preserving Priority Classification on Patient Health Data in
Remote eHealthcare System
2019
24 Data Integrity Auditing without Private Key Storage for Secure Cloud
Storage
2019
25 Enabling Authorized Encrypted Search for Multi-Authority Medical
Databases
2019
26 Fuzzy Identity-Based Data Integrity Auditing for Reliable Cloud Storage
Systems
2019
27 P-MOD: Secure Privilege-Based Multilevel Organizational Data-Sharing in
Cloud Computing
2019

28 Practical Privacy-Preserving MapReduce BasedK-means Clustering over
Large-scale Dataset
2019
29 Profit Maximization for Cloud Brokers in Cloud Computing 2019
30 Provable Data Possession with Outsourced Data Transfer 2019
31 Provably Secure Fine-Grained Data Access Control over Multiple Cloud
Servers in Mobile Cloud Computing Based Healthcare Applications
2019
32 Revocable Identity-Based Broadcast Proxy Re-encryption for Data Sharing
in Clouds
2019
33 Searchable Symmetric Encryption with Forward Search Privacy 2019
34 Privacy Preserving Searchable Encryption with Fine-grained Access Control 2019
35 A Secure G-Cloud-Based Framework for Government Healthcare Services 2019
36 A Distributed Trust Evaluation Protocol with Privacy Protection for Inter
cloud
2019
37 A Modified Hierarchical Attribute-Based Encryption Access Control Method
for Mobile Cloud Computing
2019
38 Hybrid Keyword-Field Search with Efficient Key Management for Industrial
Internet of Things
2019
39 Delegated Authorization Framework for HER Services using Attribute Based
Encryption
2019
40 Memory Leakage-Resilient Dynamic and Verifiable Multikeyword Ranked
Search on Encrypted Smart Body Sensor Network Data
2019
41 Privacy-Preserving Attribute-Based Keyword Search in Shared Multi-owner
Setting
2019
42 Privacy-Preserving Multi-keyword Top-k Similarity Search Over Encrypted
Data
2019
43 Secure Phrase Search for Intelligent Processing of Encrypted Data in Cloud-
Based IoT
2019

44 Enabling Identity-Based Integrity Auditing and Data Sharing With Sensitive
Information Hiding for Secure Cloud Storage
2019
Secure Computing
1 A Novel Load Image Profile-Based Electricity Load Clustering Methodology 2019
2 Coverless Information Hiding Method Based on Web Text 2019
3 SEPTIC Detecting Injection Attacks and Vulnerabilities Inside the DBMS 2019
4 LBOA: Location-Based Secure Outsourced Aggregation in IoT 2019
5 Towards Thwarting Template Side-channel Attacks in Secure Cloud
Deduplications
2019
6 Automated Decision Making in Airport Checkpoints: Bias Detection Toward
Smarter Security and Fairness
2019
7 Detecting Malicious Social Bots Based on Click stream Sequences 2019
8 Authenticated Medical Documents Releasing with Privacy Protection and
Release Control
2019
9 Collusion Defender: Preserving Subscribers’ Privacy in Publish and
Subscribe Systems
2019
10 Privacy-Preserving Aggregate Queries for Optimal Location Selection 2019
11 Authenticated Medical Documents Releasing with Privacy Protection and
Release Control
2019
12 Dating with Scambots: Understanding the Ecosystem of Fraudulent Dating
Applications
2019
13 Sensitive Label Privacy Preservation with Anatomization for Data Publishing 2019
14 Achieving Data Truthfulness and Privacy Preservation in Data Markets 2019
15 Who You Should Not Follow: Extracting Word Embeddings from Tweets to 2019

Identify Groups of Interest and Hijackers in Demonstrations
16 Scalable Access Control For Privacy-Aware Media Sharing
Information Forensics and Security
1 Authentication by Encrypted Negative Password 2019
2 Retrieving Hidden Friends: A Collusion Privacy Attack Against Online
Friend Search Engine
2019
3 Account Trade Accountability Against Dishonest Big Data Buyers and Sellers 2019
4 Enabling Efficient and Geometric Range Query with Access Control over
Encrypted Spatial Data
2019
5 Enabling Identity-Based Integrity Auditing and Data Sharing With Sensitive
Information Hiding for Secure Cloud Storage
2019
6 Peer Prediction Based Trustworthiness Evaluation and Trustworthy Service
Rating in Social Networks
2019
7 Secure Key Agreement and Key Protection for Mobile Device User
Authentication
2019
SOCIAL NETWORK
1 A Hybrid Approach to Service Recommendation Based on Network
Representation Learning
2019
2 Social Network Rumor Diffusion Predication Based on Equal Responsibility
Game Model
2019
3 Online Public Shaming on Twitter: Detection, Analysis and Mitigation 2019
4 PersoNet: Friend Recommendation System Based on Big-Five Personality
Traits and Hybrid Filtering
2019
5 A Fuzzy Approach to Text Classification with Two Stage Training for 2019

Ambiguous Instances
6 Conversational Networks For Automatic Online Moderation 2019
7 Credibility Evaluation of Twitter-Based Event Detection by a Mixing
Analysis of Heterogeneous Data
2019
8 Filtering Instagram hashtags through crowd tagging and the HITS algorithm 2019
9 Minimizing Influence of Rumors by Blockers on Social Networks: Algorithms
and Analysis
2019
10 Predicting Cyberbullying on Social Media in the Big Data Era Using Machine
Learning Algorithms: Review of Literature and Open Challenges
2019
11 Spammer Detection and Fake User Identification on Social Networks 2019
12 Trust-based Privacy-Preserving Photo Sharing in Online Social Networks 2019
13 Trust-based Collaborative Privacy Management in Online Social Networks
Updating More Titles
2019
DATA MINING
1 Clustering-Based Collaborative Filtering Using an Incentivized/Penalized
User Model
2019
2 A Hierarchical Attention Model for Social Contextual
Image Recommendation
2019
3 Mining Users Trust From E-Commerce Reviews Based on
Sentiment Similarity Analysis
2019
4 Old and Young Users’ White Space Preferences for Online News Web Pages 2019
5 Analysis and Accurate Prediction of User’s Response Behavior in Incentive-
Based Demand Response
2019
6 DCCR: Deep Collaborative Conjunctive Recommender for Rating Prediction 2019
7 Network Representation Learning Enhanced Recommendation Algorithm 2019

8 Trust Relationship Prediction in Alibaba E-Commerce Platform 2019
9 Composition Context-Based Web Services Similarity Measure 2019
10 NASM: Nonlinearly Attentive Similarity Model for Recommendation System
via Locally Attentive Embedding
2019
11 A Novel Load Image Profile-Based Electricity Load Clustering Methodology 2019
12 An Efficient Method for High Quality and Cohesive Topical Phrase Mining 2019
13 Privacy-Preserving Social Media Data Publishing for Personalized Ranking-
BasedRecommendation
2019
14 Secure and Efficient Skyline Queries on Encrypted Data 2019
15 A Hybrid E-learning Recommendation Approach Based on Learners’
Influence Propagation
2019
16 Active Online Learning for Social Media Analysis to Support Crisis
Management
2019
17 Applying Simulated Annealing and Parallel Computing to the Mobile
Sequential Recommendation
2019
18 Collaboratively Tracking Interests for User Clustering in Streams of Short
Texts
2019
19 Detecting Pickpocket Suspects from Large-Scale Public Transit Records 2019
20 Finding Optimal Skyline Product Combinations under Price Promotion 2019
21 Heterogeneous Information Network Embedding for Recommendation 2019
22 Hierarchical Multi-Clue Modelling for POI Popularity Prediction with
Heterogeneous Tourist Information
2019
23 K-nearest Neighbor Search by Random Projection Forests 2019
24 Learning Customer Behaviors for Effective Load Forecasting 2019
25 Normalization of Duplicate Records from Multiple Sources 2019
26 On Scalable and Robust Truth Discovery in Big Data Social Media Sensing 2019

Applications
Based Recommendation
2019
28 Ant Colony Stream Clustering: A Fast Density Clustering Algorithm for
Dynamic Data Streams
2019
29 Predicting Consumption Patterns with Repeated and Novel Events 2019
30 Multi-Party High-Dimensional Data Publishing under Differential Privacy 2019
31 l-Injection: Toward Effective Collaborative Filtering Using Uninteresting
Items
2019
32 Detection of fake online reviews using semi-supervised and supervised
learning
2019
33 Collaborative Filtering-based Electricity Plan Recommender System 2019
Mobile Computing
1 An Indoor Position-Estimation Algorithm Using Smartphone IMU Sensor
Data
2019
2 FooDNet: Toward an Optimized Food Delivery Network based on Spatial
Crowdsourcing
2019
3 Privacy-preserving Crowd-sourced Statistical Data Publishing with An
Untrusted Server
2019
Wireless Sensor Networks
1 V-Matrix-Based Scalable Data Aggregation Scheme in WSN 2019
2 A Probabilistic Source Location Privacy Protection Scheme in Wireless
Sensor Networks
2019
3 CPSLP: A Cloud-Based Scheme for Protecting Source-Location Privacy in
Wireless Sensor Networks Using Multi-Sinks
2019

4 Efficient Path Planning for a Mobile Sink to Reliably Gather Data from
Sensors with Diverse Sensing Rates and Limited Buffers
2019
5 Node-Level Trust Evaluation in Wireless Sensor Networks 2019
6 Selective Authentication Based Geographic Opportunistic Routing in
Wireless Sensor Networks for Internet of Things Against DoS Attacks
2019
7 A Secure and Efficient Data Sharing and Searching Scheme in Wireless
Sensor Networks
2019
Android Projects
1 RescueMe: Smartphone-Based Self Rescue System for Disaster Rescue 2019
2 FallDroid: An Automated Smart Phone based Fall Detection System using
Multiple Kernel Learning
2019
3 Dating with Scambots: Understanding the Ecosystem of Fraudulent Dating
Applications
2019
4 Applying Simulated Annealing and Parallel Computing to the Mobile
Sequential Recommendation
2019
5 An Indoor Position-Estimation Algorithm Using Smartphone IMU Sensor
Data
2019
6 Achieve Privacy-Preserving Priority Classification on Patient Health Data in
Remote eHealthcare System
2019
7 Delegated Authorization Framework for HER Services using Attribute Based
Encryption
2019
8 Building and Studying a Password Store that Perfectly Hides Passwords from
Itself
2019
9 DroidFusion: A Novel Multilevel Classifier Fusion Approach for Android
Malware Detection
2019

Big Data
1 A Data Sharing Protocol to Minimize Security and Privacy Risks of Cloud
Storage in Big Data Era
2019
2 A Searchable and Verifiable Data Protection Scheme for Scholarly Big Data 2019
3 AccountTrade: Accountability Against Dishonest Big Data Buyers and
Sellers
2019
4 Fast Communication-efficient Spectral Clustering Over Distributed Data 2019
MACHINE LEARNING
1 Predicting Cyberbullying on Social Media in the Big Data Era Using Machine
Learning Algorithms: Review of Literature and Open Challenges
2 Competitive Bike Competitive Analysis and Popularity Prediction of Bike-
Sharing Apps Using Multi-Source Data
3 Detection of fake online reviews using semi-supervised and supervised
learning
4 Location Inference for Non-geotagged Tweets in User Timelines
Based Recommendation
6 Sentiment Classification using N-gram IDF and Automated Machine
Learning
7 Serendipity—A Machine-Learning Application for Mining Serendipitous
Drug Usage from Social Media
8 Spammer Detection and Fake User Identification on Social Networks
9 Analysis of Women Safety in Indian Cities Using Machine Learning on
Tweets
SERVICE COMPUTING

1 Transactional Behavior Verification in Business Process as a Service
Configuration
2019
2 Building and Querying an Enterprise Knowledge Graph 2019
3 Delegated Authorization Framework for EHR Services using Attribute Based
Encryption
2019
4 Secure Channel Free Certificate-Based Searchable Encryption Withstanding
Outside and Inside Keyword Guessing Attacks
2019
INTERNET OF THINGS (IOT)
1 Trustworthy Delegation toward Securing Mobile Healthcare Cyber-Physical
Systems
2019
2 Securing Data in Internet of Things (IoT) Using Cryptography and
Steganography Techniques
2019
3 Congestion Avoidance for Smart Devices by Caching Information in
MANETS and IoT
2019
4 Secure Phrase Search for Intelligent Processing of Encrypted Data in Cloud-
BasedIoT
2019
5 LBOA: Location-Based Secure Outsourced Aggregation in IoT 2019
Image Processing and Multimedia
1 Fundamental Visual Concept Learning from Correlated Images and Text 2019
2 Towards Robust Image Steganography 2019
3 New Framework of Reversible Data Hiding in Encrypted JPEG Bitstreams 2019

Software Engineering
1 Scheduling Real Time Security Aware tasks in Fog Networks 2019
Parallel and Distributed System
1 Deadline-aware MapReduce Job Scheduling with Dynamic Resource
Availability
2019
Adhoc Networks
1 Efficient Conditional Anonymity With Message Integrity and Authentication
in a Vehicular Ad-Hoc Network
2019
2 Kalman Prediction based Neighbor Discovery and its Effect on Routing
Protocol in Vehicular Ad Hoc Networks
2019
3 New Multi-Hop Clustering Algorithm for Vehicular Ad Hoc Networks 2019
4 Robust Defense Scheme Against Selective Drop Attack in Wireless Ad Hoc
Networks
2019
5 V2V Routing in a VANET Based on the Autoregressive Integrated Moving
Average Model
2019
6 An Evolutionary Self-Cooperative Trust Scheme Against Routing
Disruptions in MANETs
2019
7 An Attack-resistant Trust Inference Model for Securing Routing in Vehicular
Ad-hoc Networks
2019
8 An Efficient Message-Authentication Scheme Based on Edge Computing for
Vehicular Ad Hoc Networks
2019
9 DeQoS Attack: Degrading Quality of Service in VANETs and its Mitigation 2019
10 Robust Defense Scheme Against Selective Drop Attack in Wireless Ad Hoc
Networks
11 A neighbor trust-based mechanism to protect mobile networks

12 An Evolutionary Self-Cooperative Trust Scheme Against Routing
Disruptions in MANETs
13 Congestion Avoidance for Smart Devices by Caching Information in
MANETS and IoT
14 Novel Intrusion Detection and Prevention for Mobile Ad Hoc Networks

2019 and 2020 Data Mining projects list

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