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Praveen Kumar Myakala

Independent

SCHOLARLY PAPERS

14

DOWNLOADS
Rank 45,056

SSRN RANKINGS

Top 45,056

in Total Papers Downloads

2,791

TOTAL CITATIONS

13

Ideas:
“  This paper proposes an AI-driven parental control system operating at the network edge. Traditional methods, like keyword blocking, are easily circumvented. Our system uses AI to analyze network traffic, identifying harmful content based on text, images, and context. This allows for more robust and adaptive protection, minimizing restrictions on legitimate content. We discuss the system architecture, AI training, and evaluation metrics, while also addressing ethical and privacy considerations. Our findings show the potential of AI to enhance online child safety and provide parents with greater peace of mind.  ”

Scholarly Papers (14)

1.

Mitigating Bias in AI: A Framework for Ethical and Fair Machine Learning Models

IJRAR - International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.12, Issue 1
Number of pages: 6 Posted: 19 Feb 2025 Last Revised: 08 Mar 2025
Srikanth Kamatala, Prudhvi Naayini and Praveen Kumar Myakala
Independent, Independent and Independent
Downloads 560 (125,561)
Citation 11

Abstract:

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Bias Mitigation, Fairness in AI, Ethical AI, Algorithmic Bias, Explainable AI (XAI), Regulatory Compliance in AI, AI Governance, Social Impact of AI, AI Model Interpretability, Diversity in Training Data

2.

Federated Learning and Data Privacy: A Review of Challenges and Opportunities

International Journal of Research Publication and Reviews, volume 5, issue 12, 2024[10.55248/gengpi.5.1224.3512]
Number of pages: 13 Posted: 14 Jan 2025
Praveen Kumar Myakala, Anil Kumar Jonnalagadda and Chiranjeevi Bura
Independent, Independent and University of Colorado at Boulder
Downloads 312 (246,910)

Abstract:

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Federated Learning, Data Privacy, Differential Privacy, Security Challenges, Decentralized AI

3.

Artificial Immune Systems: A Bio-Inspired Paradigm for Computational Intelligence

Journal of Artificial Intelligence and Big Data, volume 5, issue 1, 2025[10.31586/jaibd.2025.1233]
Number of pages: 13 Posted: 14 Jan 2025
Praveen Kumar Myakala, Chiranjeevi Bura and Anil Kumar Jonnalagadda
Independent, University of Colorado at Boulder and Independent
Downloads 311 (249,561)

Abstract:

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Artificial Immune Systems (AIS), Bio-inspired Computation, Computational Intelligence, Clonal Selection Algorithm, Anomaly Detection

4.

The Human Factor in Explainable AI Frameworks for User Trust and Cognitive Alignment 

IARJSET, volume 12, issue 01, 2025[10.17148/IARJSET.2025.12110]
Number of pages: 14 Posted: 24 Jan 2025 Last Revised: 09 Apr 2025
Praveen Kumar Myakala, Anil Kumar Jonnalagadda and Chiranjeevi Bura
Independent, Independent and University of Colorado at Boulder
Downloads 297 (261,408)

Abstract:

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Artificial Intelligence (AI), Explainable AI (XAI), Human-centered design, Dimensions of trust in AI

5.

Empowering Safe Online Spaces: AI in Gender Violence Detection and Prevention

Journal of Science and Technology, Vol. 10, Issue 02-Feb2025, pp39-50
Number of pages: 12 Posted: 13 Mar 2025 Last Revised: 09 Apr 2025
Rahul Manche, Fnu Samaah, Tejaswini Tejaswini and Praveen Kumar Myakala
JNTUH, CVR College of Engineering,Hyderabad, India,, Northeastern Illinois University, Saint Louis University and Independent
Downloads 290 (267,252)
Citation 1

Abstract:

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Gender-based online violence (GBOV), Artificial intelligence (AI), Hate speech detection, Content moderation, Algorithmic bias

6.

How AI is Reshaping the Cybersecurity Landscape

Iconic Research And Engineering Journals Volume 8 Issue 8 2025 Page 278-289
Number of pages: 12 Posted: 19 Feb 2025 Last Revised: 08 Apr 2025
Prudhvi Naayini, Praveen Kumar Myakala and Chiranjeevi Bura
Independent, Independent and University of Colorado at Boulder
Downloads 260 (294,135)

Abstract:

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Artificial Intelligence (AI), Cybersecurity, Fraud Detection, Threat Detection, Predictive Analytics, Anomaly De-tection, Adversarial Attacks

7.

Beyond Accuracy: A Multi-faceted Evaluation Framework for Real-World AI Agents

International Journal of Scientific Research and Engineering Development-– Volume 7 Issue 6
Number of pages: 11 Posted: 14 Jan 2025 Last Revised: 09 Apr 2025
Praveen Kumar Myakala
Independent
Downloads 253 (304,988)

Abstract:

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AI Agents, AI System Evaluation, Multi-faceted Framework, AI System Design

8.

Explaining Black-box Behavior in Large Language Models

International Journal of Computing and Artificial Intelligence, volume 3, issue 2, 2022 https://doi.org/10.33545/27076571.2022.v3.i2a.126
Number of pages: 7 Posted: 07 Feb 2025
Rahul Manche and Praveen Kumar Myakala
JNTUH, CVR College of Engineering,Hyderabad, India, and Independent
Downloads 158 (474,889)

Abstract:

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Explainable AI, large language models, transparency, transformers, attention mechanism, interpretability, neural networks

9.

Scalable Decentralized Multi-Agent Federated Reinforcement Learning: Challenges and Advances

International Journal of Electrical, Electronics and Computers, volume 8, issue 6, 2023[10.22161/eec.86.2]
Number of pages: 9 Posted: 13 Feb 2025
Praveen Kumar Myakala and Srikanth Kamatala
Independent and Independent
Downloads 145 (530,816)

Abstract:

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Federated Reinforcement Learning, Multi-Agent Systems, Decentralized Learning, Scalability, Communication Efficiency, Aggregation Techniques, Non-Stationarity

10.

Revolutionizing Big Data with AI-Driven Hybrid Soft Computing Techniques

Machine Learning and Applications: An International Journal, volume 12, issue 1, 2025[10.5121/mlaij.2025.12101]
Number of pages: 13 Posted: 19 Feb 2025 Last Revised: 09 Apr 2025
Praveen Kumar Myakala, Anil Kumar Jonnalagadda and Prudhvi Naayini
Independent, Independent and Independent
Downloads 60 (961,006)

Abstract:

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Big Data, Soft Computing, Artificial Intelligence, Machine Learning, Hybrid Systems, Neuro-Fuzzy, Deep Neuro-Evolution, Predictive Analytics

11.

Consciousness in Machines: A Critical Exploration

INTERNATIONAL JOURNAL OF MULTIDISCIPLINARY RESEARCH AND ANALYSIS, volume 07, issue 12, 2024[10.47191/ijmra/v7-i12-18]
Number of pages: 7 Posted: 14 Jan 2025
Praveen Kumar Myakala
Independent
Downloads 48 (1,086,013)

Abstract:

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Artificial Consciousness, Machine Intelligence, Conscious Behavior in Machines

12.

The AI Trifecta: Revolutionizing Innovation Across Disciplines

Number of pages: 9 Posted: 07 Feb 2025 Last Revised: 09 Feb 2025
Anil Kumar Jonnalagadda, Praveen Kumar Myakala and Chiranjeevi Bura
Independent, Independent and University of Colorado at Boulder
Downloads 44 (1,133,231)

Abstract:

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Gemini, Copilot, ChatGPT, AI Trifecta, Artificial Intelligence, Interdisciplinary Innovation, Multimodal Intelligence, Context-Aware Coding, Generative AI, Knowledge Discovery, Ethical AI, AI-Driven Collaboration, Research Workflows, Creativity Enhancement

13.

Adversarial Robustness in Transfer Learning Models

Iconic Research And Engineering Journals Volume 6 Issue 1 2022 Page 772-779
Number of pages: 8 Posted: 24 Jan 2025 Last Revised: 07 Apr 2025
Praveen Kumar Myakala
Independent
Downloads 34 (1,277,121)

Abstract:

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Transfer Learning, Adversarial Robustness, Fine-tuning, Adversarial Attacks, Batch Normalization, Deep Learning

14.

Detecting Fraud in Dynamic Spending Patterns: An AI Approach with Wasserstein and MMD

IJCSPUB - INTERNATIONAL JOURNAL OF CURRENT SCIENCE, Vol.13, Issue 4, page no.635-640
Number of pages: 6 Posted: 14 Jan 2025 Last Revised: 09 Apr 2025
Praveen Kumar Myakala
Independent
Downloads 19 (1,459,862)
Citation 1

Abstract:

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Fraud Detection, Spending Patterns, Wasserstein Distance, Maximum Mean Discrepancy, Machine Learning, AI Systems