KOMPARASI DETEKSI ANOMALI LALU LINTAS JARINGAN PADA SITUS JUDI ONLINE MENGGUN…

This study discusses a comparison of the machine learning algorithms Random Forest and Decision Tree in detecting anomalies within network traffic on online gambling sites. The data was collected t…

ANALISIS PENGENALAN POLA WAJAH PADA ROBOT PENGANTAR OBAT BERDASARKAN CITRA WA…

Perkembangan teknologi robotika memberikan peluang besar dalam pelayanan kesehatan, salah satunya pada sistem robot pengantar obat. Penelitian ini bertujuan untuk menganalisis metode Weightless Neu…

IMPLEMENTASI DAN PERBANDINGAN PERFORMA YOLOV8, DAN STF-YOLO PADA SISTEM OBJEC…

Penelitian ini membahas implementasi dan perbandingan performa dua model deteksi objek berbasis deep learning, yaitu YOLOv8m dan STF-YOLOm (Swin Transformer Fusion YOLO). Tujuan penelitian ini adal…

KLASIFIKASI RHEUMATOLOGI MENGGUNAKAN VISION TRANSFORMER

The development of Artificial Intelligence (AI) has made significant contributions to the medical field, particularly in image-based diagnosis. Rheumatology diseases are often difficult to diagnose…

PENGEMBANGAN THREAT INTELLIGENCE KNOWLEDGE GRAPH DENGAN ENTITY EXTRACTION TER…

This research aims to address complex cybersecurity challenges, namely Advanced Persistent Threat (APT), by developing a Threat Intelligence Knowledge Graph. The study proposes a Natural Language P…

DETEKSI SERANGAN DENIAL OF SERVICE (DOS) DALAM JARINGAN 6LOWPAN DENGAN METODE…

Jaringan Internet of Things (IoT), khususnya 6LoWPAN yang mengadopsi protokol routing RPL, sangat rentan terhadap ancaman keamanan seperti serangan Denial-of-Service (DoS). Serangan UDP Flooding se…

IMPLEMENTASI METODE WEIGHTLESS NEURAL NETWORK UNTUK SISTEM NAVIGASI BERBASIS …

Edition

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ISBN/ISSN

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Collation

xix, 117 hlm.; ilus.; tab.; 29 cm.

Series Title

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Call Number

T1853102025

IMPLEMENTASI ALGORITMA YOU ONLY LOOK ONCE (YOLO) PADA CITRA MAGNETIC RESONANC…

Limitations of visual analysis by medical personnel. This study implements the YOLOv8 algorithm, a state-of-the-art deep learning method for object detection, to identify three types of brain tumor…

PERTAHANAN TERHADAP SERANGAN DENIAL-OF-SERVICE (DOS) DALAM JARINGAN 6LOWPAN D…

Pertumbuhan perangkat Internet of Things (IoT) telah mendorong pemanfaatan protokol 6LoWPAN, yang dirancang untuk perangkat dengan keterbatasan sumber daya. Namun, protokol ini memiliki kelemahan t…

DETEKSI JENIS KENDARAAN BERMOTOR DENGAN ALGORITMA DETECTION TRANSFORMER (DETR)

Increased traffic in the city of Palembang has caused problems such as congestion and accidents, necessitating an accurate vehicle detection system. This study proposes the use of DETR and RT-DETR …

PENINGKATAN KINERJA SISTEM DETEKSI BATU GINJAL PADA CITRA CT SCAN MENGGUNAKAN…

Kidney stones are a condition that can interfere with kidney function and if left untreated can increase the risk of various health problems, such as chronic kidney disease, end-stage renal failure…

ANALISIS EFISIENSI PENGGUNAAN AUTOMASI DALAM INFRASTRUKTUR PENGEMBANGAN APLIK…

Dalam era digital yang terus berkembang, efisiensi dalam penyediaan dan pengelolaan infrastruktur aplikasi menjadi aspek krusial, terutama pada lingkungan private cloud. Penelitian ini bertujuan un…

DETEKSI RUANG JANTUNG JANIN MENGGUNAKAN METODE FASTER R-CNN DALAM KASUS INTER…

Fetal heart examination using ultrasound imaging is a crucial step in the early detection of congenital heart defects. However, manually identifying fetal heart structures requires specialized expe…

KLASIFIKASI MALICIOUS URL PADA FILE BERBASIS HOST-BASED FEATURE EXTRACTION ME…

Dangers on the internet can endanger users by malicious actors who attack them covertly. These attacks include phishing, malware, spyware, and ransomware. One very effective cyberattack tool carrie…

KLASIFIKASI SERANGAN DDOS PADA DATASET CICDDOS2019 MENGGUNAKAN METODE CNN LON…

Denial of Service (DoS) is one of the popular cyber attacks targeting websites of well-known organizations and has the potential to have high economic and time costs. One of the most common types o…

PENGEMBANGAN MODEL PREDIKSI NILAI PERTUMBUHAN GDP INDONESIA MENGGUNAKAN ALGOR…

Accurate prediction of Gross Domestic Product (GDP) growth is essential for guiding effective economic policymaking in Indonesia. This study proposes a hybrid forecasting approach that integrates f…

DETEKSI SERANGAN FLOODING PADA JARINGAN SMART HOME IPv6 MENGGUNAKAN METODE DE…

The ICMPv6 "Packet TOO BIG" flooding attack presents a significant threat to IPv6 network security, especially when leveraging vulnerabilities in the EUI-64-based automatic address configuration an…

PEMODELAN PERAMALAN TINGKAT PENGANGGURAN DI INDONESIA MENGGUNAKAN ALGORITMA M…

Unemployment is a major global issue with significant socioeconomic impacts, including reduced individual well-being, increased inequality, and weakened economic stability. For Indonesia, as the la…

KLASIFIKASI KEPADATAN KENDARAAN MENGGUNAKAN ALGORITMA LOGISTIC REGRESSION DI …

Traffic congestion problems in major cities, including Palembang, require an effective and accurate vehicle density classification system. This study aims to classify vehicle density on the main ro…

IMPLEMENTASI METODE CENTER SCAN UNTUK IDENTIFIKASI POLA EKSPRESI WAJAH PADA R…

Face identification is a form of Machine Learning application, specifically using Deep Learning, that is commonly encountered in our daily lives. In its implementation, there are many algorithms us…

ANALISIS PENGARUH KUALITAS AIR TERHADAP PERTUMBUHAN IKAN PADA KOLAM AKUAPONIK…

Kualitas air merupakan faktor penting dalam budidaya ikan karena berpengaruh langsung terhadap laju pertumbuhan dan kelangsungan hidup ikan. Penelitian ini bertujuan untuk menganalisis pengaruh par…

ANALISIS PREDIKSI KUALITAS UDARA BERBASIS INDEKS MENGGUNAKAN INTERNET OF THIN…

Kualitas udara merupakan faktor krusial yang memengaruhi kesehatan manusia dan keberlangsungan lingkungan. Peningkatan polusi akibat aktivitas manusia seperti industri dan transportasi mendorong pe…

PENGEMBANGAN MODEL SEGMENTASI DAN ALIGMENT CITRA PRA KANKER SERVIKS MENGGUNAK…

Cervical cancer is one of the leading causes of death in women worldwide, so early detection of precancerous lesions is crucial to reduce mortality. Conventional screening methods such as VIA and P…

OPTIMASI LALU LINTAS KOTA PALEMBANG : ANALISA KEPADATAN KENDARAAN MENGGUNAKAN…

Traffic congestion in Palembang City is a major problem, especially during rush hour, which impacts travel efficiency and increases vehicle emissions. Traffic management that is not yet optimal in …

IMPLEMENTASI METODE LSTM-CNN DALAM SISTEM MULTI-CLASSIFICATION DETEKSI SERANG…

Cyberattacks are attempts by individuals or groups to attack computer systems, networks, or other electronic devices with the intent of stealing sensitive data, damaging infrastructure, or creating…

PENERAPAN MULTI-CLASSIFICATION SERANGAN SIBER DENGAN METODE NAÏVE BAYES DAN …

The Naïve Bayes method has proven effective in detecting, evaluating, and performing multi-classification of cyberattacks. By leveraging the Chi-Square Feature Selection algorithm, accuracy can be…

 ANALISA KINERJA INFRASTRUCTURE AS A SERVICE PADA CLOUD COMPUTING DENGAN PEN…

Cloud Computing, particularly Infrastructure as a Service (IaaS), offers high flexibility, cost efficiency, and scalability in managing computing resources. However, fluctuating demands and dynamic…

DATA ANALISIS KECELAKAAN KERETA API DI INDONESIA MENGGUNAKAN METODE EXPLORATO…

This research discusses train accidents in Indonesia from 2007-2022. With the aim of identifying the factors that cause train accidents in Indonesia, revealing which years Indonesia experienced the…

ANALISIS PENGGUNAAN MEDIA SOSIAL SEBAGAI SARANA MEMAKSIMALKAN FUNGSI WEBSITE …

Penggunaan SIPPN oleh masyarakat masih dirasakan belum maksimal, karena keterbatasan sebagian masyarakat dalam menggunakan teknologi informasi. Namun dengan adanya media sosial diharapkan dapat mem…

DETEKSI EXPLOIT REVERSE HTTPS DENGAN METODE DECISION TREE

Exploit Reverse HTTPS merupakan sebuah konsep teknik serangan malware yang dilakukan oleh penyerang untuk mengekspos kelemahan dalam lapisan HTTPS pada sistem atau aplikasi untuk mencuri atau menga…