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Data integrity and security of digital signatures on electronic systems using the digital signature algorithm (DSA) Saepulrohman, Asep; Ismangil, Agus
International Journal of Electronics and Communications Systems Vol. 1 No. 1 (2021): International Journal of Electronics and Communications System
Publisher : Universitas Islam Negeri Raden Intan Lampung, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24042/ijecs.v1i1.7923

Abstract

The digital signature generation process begins with the creation of a public key and a private key. A public key is generated and published to verify the signature and calculate the hash value of the received document. At present, in the very fast development of information technology, quantum computers have emerged the ability to solve very large and complex amounts of data calculated by qubits, which when compared to quantum computers can work 10 minutes to work on a process that takes 1025 years on a computer. Therefore, the research focuses on how electronic signatures on documents have a reliable security system. The Digital Signature Algorithm (DSA) is a key algorithm used for digital signatures, which uses the Secure Hash Algorithm (SHA-1) to convert messages into message digest and parameters based on the ElGamal signature algorithm. The author also shows an example of digital signature encryption and decryption process by taking any numbers p = 59419 and q = 3301 to prove that the message can be formed and verified its authenticity.
Optimization of Stock Price Prediction Using Long Short-Term Memory (LSTM) Algorithm and Cross-Industry Standard Process Approach for Data Mining (CRISP-DM) Saepulrohman, Asep; Chairunnas, Andi; Denih, Asep; Safitri Yasibang, Nurdiana Dini
International Journal of Electronics and Communications Systems Vol. 5 No. 1 (2025): International Journal of Electronics and Communications System
Publisher : Universitas Islam Negeri Raden Intan Lampung, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24042/ijecs.v5i1.26727

Abstract

Predicting stock prices accurately is an integral part of investment analysis as it permits forecasting movements in the financial markets and tailoring strategies accordingly. In this study, the LSTM (Long Short-Term Memory) algorithm is used with the aim of improving predictive accuracy, particularly the forecasting of stock price movements. This research follows the CRISP-DM framework or Cross-Industry Standard Process for Data Mining, which incorporates six defined steps including: understanding the business context, data understanding, data preparation, model building, evaluation, and implementation. Stock price data for the ticker symbol “ANTM.JK” was sourced from Yahoo Finance for the date range of October 29, 2005 to July 11, 2024. Along with the consistency, several model accuracy enhancing preprocessing steps such as data cleaning, feature selection, and normalization with Python were performed before modeling. Hyperparameter tuning to reduce the error margins on predictions was conducted after training the LSTM model. Testing the hypotheses showed that the LSTM model demonstrated a low Root Mean Square Error (RMSE) on the test dataset indicating outstanding forecasting accuracy. The ability of the model to outperform conventional time series forecasting techniques is attributed to its ability to effectively retain nonlinear time-series relationships and long-term dependencies. These findings suggest that the LSTM algorithm can serve as a reliable tool for stock price forecasting in emerging markets. This study provides practical insights for investors and lays the groundwork for future research on hybrid or ensemble models to further improve prediction robustness and accuracy
Pembinaan Soal Higher Order Thinking Skill (Hots) IPA dengan Kit IPA pada Sekolah Dasar Aminingsih, Tri; Saepulrohman, Asep; Putri Nabila Adinda Adriansyah
KENDURI : Jurnal Pengabdian dan Pemberdayaan Masyarakat Vol. 5 No. 2 (2025): Agustus
Publisher : Yayasan Darussalam Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62159/kenduri.v5i2.1112

Abstract

Pesatnya pendidikan Islam khususnya sekolah sunnah yang dibarengi biaya Pendidikan yang cukup tinggi membuat banyak siswa khususnya dengan ekonomi menengah ke bawah kesulitan mendapatkan Pendidikan yang berkualitas. Sekolah Dasar Bait Ta’limy Mutiara Umat diberikan KIT IPA berupa paket atau set alat dan bahan pembelajaran Ilmu Pengetahuan Alam yang bertujuan untuk meningkatkan minat dan pemahaman siswa terhadap Ilmu Pengetahuan Alam yang bisa berupa penyediaan bahan dan alat praktikum, alat peraga, buku atau modul pembelajaran, atau bahkan program pelatihan bagi guru-guru IPA yang ada di sekolah tersebut. KIT IPA ini bertujuan untuk membantu siswa dalam memahami prinsip-prinsip dasar ilmu pengetahuan alam, mengembangkan pemahaman siswa tentang fenomena alam, dan melatih keterampilan dalam berpikir ilmiah serta aplikasi ilmu pengetahuan dalam kehidupan sehari-hari. Pada saat pengabdian, dilakukan pembinaan kepada mitra khususnya guru yang mengampuh mata Pelajaran IPA untuk meningkatkan pembelajaran IPA dengan menggunakan alat-alat KIT IPA
Utilization of Solar Panel Energy for electricity in the AT-Taubah Musholla, West Cilebut Village Ismangil, Agus; Hidayatulah, Syarif; Saepulrohman, Asep
Jurnal Pengabdian Masyarakat Inovatif Vol. 1 No. 1 (2023): JPMI (Jurnal Pengabdian Masyarakat Inovatif)
Publisher : Fakultas Matematika dan Ilmu Pengetahuan Alam, Universitas Pakuan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33751/jpmi.v1i1.62

Abstract

The AT-Taubah Griya Cilebut Asri 2 Musholla in West Cilebut Village is a place of worship that focuses on its activities in the community to carry out worship, community gatherings, and recitation for children and youth, to increase friendship between West Cilebut village residents, in its activities it needs electricity to support, facilitating residents' activities at the AT-Taubah prayer room, with the application of solar power. making solar panels for use in prayer rooms aims to provide an alternative solution where PLN's electricity facilities are not good or there is no electricity. the results of testing solar panels can be used as an alternative energy where this solar panel utilizes sunlight, namely, to produce electrical energy of 5 volts 125 mA or 0.625 VA.
Utilization of Solar Panel Energy for electricity in the AT-Taubah Musholla, West Cilebut Village Ismangil, Agus; Hidayatulah, Syarif; Saepulrohman, Asep
Jurnal Pengabdian Masyarakat Inovatif Vol. 1 No. 1 (2023): JPMI (Jurnal Pengabdian Masyarakat Inovatif)
Publisher : Fakultas Matematika dan Ilmu Pengetahuan Alam, Universitas Pakuan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33751/jpmi.v1i1.62

Abstract

The AT-Taubah Griya Cilebut Asri 2 Musholla in West Cilebut Village is a place of worship that focuses on its activities in the community to carry out worship, community gatherings, and recitation for children and youth, to increase friendship between West Cilebut village residents, in its activities it needs electricity to support, facilitating residents' activities at the AT-Taubah prayer room, with the application of solar power. making solar panels for use in prayer rooms aims to provide an alternative solution where PLN's electricity facilities are not good or there is no electricity. the results of testing solar panels can be used as an alternative energy where this solar panel utilizes sunlight, namely, to produce electrical energy of 5 volts 125 mA or 0.625 VA.