Research Papers.
BlackWall - Protect an AI from going rogue via an AI
Jan 21, 2026
The increasing integration of social media and conversational AI into daily life has intensified concerns around the spread of harmful, illegal, and psychologically sensitive content. This paper presents Blackwall, a domain-aware and interpretable framework designed to identify, assess, and rank high-risk content across online platforms.
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Moodium: From Words to Feelings
Aug 10, 2025
Emotion recognition is a critical component of affective computing. This paper proposes a culturally aware, LLM-integrated framework that fuses audio, visual, and textual data using a staged attention mechanism with adaptive gating, laying the foundation for culturally sensitive emotion-aware systems.
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Financial Forecasting Equations with Scientific Machine Learning
TU Freiberg • Jun 23, 2025
Financial markets are inherently nonlinear, dynamic, and noisy. This document explores a novel approach to financial forecasting by integrating Scientific Machine Learning (SciML) techniques, specifically the SINDy algorithm, with domain knowledge from financial time series analysis.
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CAPTCHA Unmasked: The Math That Outsmarts Bots
TU Freiberg • Jan 20, 2025
It breaks down image processing tricks like distortions, warping, and noise, making CAPTCHAs harder to crack. There’s also a focus on machine learning, especially neural networks, to analyze CAPTCHA images and improve security, predicting where CAPTCHA tech is headed.
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AI and Blockchain, Enhancing Security, Transparency, and Integrity
TU Freiberg • Jun 25, 2024
In this seminar, I have explained the main role of AI in Blockchain for Enhancing its Security, Transparency, and Integrity. Multiple methods, and vulnerabilities have been explained and analyzed and thus, the ways to prevent them with the help of AI have been discussed.
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Synergy of Blockchain
Sep 20, 2023
This essay explores the synergy between blockchain and artificial intelligence (AI), showcasing their transformative potential in various industries.
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An Analysis on Vulnerabilities (PHP)
Sapco • Dec 7, 2022
The article likely serves as a comprehensive guide on fortifying PHP websites against prevalent security threats. It probably delves into identifying and mitigating common vulnerabilities.
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Data Mining Usage in CRM
Sapco • Oct 10, 2022
This article describes how recent advancements in data technology and the internet have led to a significant shift in communication and advertising strategies.
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Quantum-dot Cellular Automata (QCA)
Islamic Azad University • Apr 15, 2019
QCA, focusing on its innovative approach that harnesses the quantum mechanical properties of electrons within quantum dots for data representation and processing.
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