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Author

Dhani Ariatmanto

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Open access Oct 2026

Analysis and Accuracy Improvement of Deep Learning Models for Ai-Generated Image Detection

The rapid development of generative artificial intelligence makes authentic photographs increasingly difficult to distinguish from AI-generated images. This study analyzes EfficientNet-B3 and improves the detector using a Convolutional Block Attention Module (CBAM). A balanced subset of 5,000 CIFAKE images was used, co...

O. Zebua, Dhani Ariatmanto · 0 citations
Review Open access Aug 2026

FORECASTING STOCK MARKET MODEL: A SYSTEMATIC LITERATURE REVIEW

The findings indicate that forecasting performance is strongly context-dependent: classical models remain effective for relatively stationary univariate series, volatility-oriented models are particularly relevant when clustering and spillover effects are present, and deep learning and transformer-based approaches are...

Elia Setiana, Kusrini Kusrini, Tonny Hidayat et al. · 0 citations
Open access Jul 2026

Size-Controlled Opcode Ablation for Smart Contract Vulnerability Detection

The findings indicate that Opcode Distribution acts as a collective predictive representation rather than a feature-count artifact, without implying causal vulnerability mechanisms.

Astrid Pranadani, Dhani Ariatmanto · 0 citations
Review Open access 2026

Bridging Generative AI and External Knowledge: A Review of Retrieval-Augmented Generation (RAG) and Vector Database Integration

The evidence indicates that no single RAG or vector-database configuration dominates across retrieval quality, faithfulness, latency, throughput, storage, cost, and scalability, and the review positions RAG–vector database integration as a joint retrieval-and-systems optimization problem rather than a database-selectio...

Muhammad Fuad Bin Abdullah, Safwan Abd Razak, Noorrezam Yusop et al. · 0 citations

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