3 papers
cs.CR2026
TL-RL-FusionNet: An Adaptive and Efficient Reinforcement Learning-Driven Transfer Learning Framework for Detecting Evolving Ransomware Threats
Jannatul Ferdous, Rafiqul Islam, Arash Mahboubi +1
Modern ransomware exhibits polymorphic and evasive behaviors by frequently modifying execution patterns to evade detection. This dynamic nature disrupts feature spaces and limits t…
cs.LG2025
Cryptocurrency Price Forecasting Using Machine Learning: Building Intelligent Financial Prediction Models
Md Zahidul Islam, Md Shafiqur Rahman, Md Sumsuzoha +4
Cryptocurrency markets are experiencing rapid growth, but this expansion comes with significant challenges, particularly in predicting cryptocurrency prices for traders in the U.S.…
cs.LG2025
Machine Learning-Based Detection and Analysis of Suspicious Activities in Bitcoin Wallet Transactions in the USA
Md Zahidul Islam, Md Shahidul Islam, Biswajit Chandra das +6
The dramatic adoption of Bitcoin and other cryptocurrencies in the USA has revolutionized the financial landscape and provided unprecedented investment and transaction efficiency o…