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Adversarial Attacks on Featureless Deep Learning Malicious URLs Detection

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Computers, Materials & Continua 2021年第7期68卷 921-939页

作者： Bader Rasheed Adil Khan S.M.Ahsan Kazmi Rasheed Hussain md.jalil piran Doug Young Suh Institute of Data Science and Articial Intelligence Innopolis UniversityInnopolis420500Russia Institute of Information Security and Cyberphysical Systems Innopolis UniversityInnopolis420500Russia Department of Computer Science and Engineering Sejong UniversitySeoulKorea Department of Electronics Engineering Kyung Hee UniversityYonginKorea

Detecting malicious Uniform Resource Locators(URLs)is crucially important to prevent attackers from committing *** researches have investigated the role of machine learning(ML)models to detect malicious *** using ML algorithms,rst,the features of URLs are extracted,and then different ML models are *** limitation of this approach is that it requires manual feature engineering and it does not consider the sequential patterns in the ***,deep learning(DL)models are used to solve these issues since they are able to perform featureless ***,DL models give better accuracy and generalization to newly designed URLs;however,the results of our study show that these models,such as any other DL models,can be susceptible to adversarial *** this paper,we examine the robustness of these models and demonstrate the importance of considering this susceptibility before applying such detection systems in real-world *** propose and demonstrate a black-box attack based on scoring functions with greedy search for the minimum number of perturbations leading to a *** attack is examined against different types of convolutional neural networks(CNN)-based URL classiers and it causes a tangible decrease in the accuracy with more than 56%reduction in the accuracy of the best classier(among the selected classiers for this work).Moreover,adversarial training shows promising results in reducing the inuence of the attack on the robustness of the model to less than 7%on average.

关键词： Malicious URLs detection deep learning adversarial attack web security

Energy-Efcient Transmission Range Optimization Model for WSN-Based Internet of Thing

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Computers, Materials & Continua 2021年第6期 2989-3007页

作者： md.jalil piran Sandeep Verma Varun G.Menon Doug Young Suh Department of Computer Science and Engineering Sejong UniversitySeoulKorea Department of Electronics and Communication Engineering D.B.R.A.National Institute of TechnologyJalandharIndia SCMS School of Engineering and Technology ErnakulamIndia Department of Electronics Engineer Kyung Hee UniversityYonginKorea

With the explosive advancements in wireless communications and digital electronics,some tiny devices,sensors,became a part of our daily life in numerous *** sensor networks(WSNs)is composed of tiny sensor *** have emerged as a key technology enabling the realization of the Internet of Things(IoT).In particular,the sensor-based revolution of WSN-based IoT has led to considerable technological growth in nearly all circles of our life such as smart cities,smart homes,smart healthcare,security applications,environmental monitoring,***,the limitations of energy,communication range,and computational resources are bottlenecks to the widespread applications of this *** order to tackle these issues,in this paper,we propose an Energy-efcient Transmission Range Optimized Model for IoT(ETROMI),which can optimize the transmission range of the sensor nodes to curb the hot-spot problem occurring in multi-hop *** particular,we maximize the transmission range by employing linear programming to alleviate the sensor nodes’energy consumption and considerably enhance the network longevity compared to that achievable using state-of-the-art *** extensive simulation results,we demonstrate the superiority of the proposed *** is expected to be extensively used for various smart city,smart home,and smart healthcare applications in which the transmission range of the sensor nodes is a key concern.

关键词： Internet of Things wireless sensor networks routing transmission range optimization energy-efciency hot-spot problem linear programing

Ameliorating the re/dehydrogenation behaviour of MgH2 by zinc titanate addition

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Journal of Magnesium and Alloys 2023年第6期11卷 2205-2215页

作者： N.A.Ali N.A.Sazelee M.F.md Din M.M.Nasef A.A.jalil Haizen Liu M.Ismail Energy Storage Research Group Faculty of Ocean Engineering Technology and InformaticsUniversiti Malaysia Terengganu21030 Kuala NerusTerengganuMalaysia Department of Electrical and Electronic Engineering Faculty of EngineeringNational Defence University of MalaysiaKem Sungai BesiKuala LumpurMalaysia Center of Hydrogen Energy Institute of Future EnergyUniversiti Teknologi Malaysia81310 UTM Johor BahruJohorMalaysia Department of Chemical and Environmental Engineering Malaysia Japan International Institute of TechnologyUniversiti Teknologi MalaysiaJalan Sultan Yahya PetraKuala Lumpur 54100Malaysia Faculty of Chemical and Energy Engineering Universiti Teknologi Malaysia81310 UTM Johor BahruJohorMalaysia Guangxi Novel Battery Materials Research Center of Engineering Technology State Key Laboratory of Featured Metal Materials and Life-cycle Safety for Composite StructuresSchool of Physical Science and TechnologyGuangxi UniversityNanning 530004China State Key Laboratory of Featured Metal Materials and Life-cycle Safety for Composite Structures Nanning 530004China

Magnesium hydride(MgH_(2))is the most feasible and effective solid-state hydrogen storage material,which has excellent reversibility but initiates decomposing at high temperatures and has slow kinetics ***,zinc titanate(Zn_(2)TiO_(4))synthesised by the solid-state method was used as an additive to lower the initial temperature for dehydrogenation and enhance the re/dehydrogenation behaviour of MgH_(2).With the presence of Zn_(2)TiO_(4),the starting temperature for the dehydrogenation of MgH_(2)was remarkably lowered to around 290℃–305℃.In addition,within 300 s,the MgH_(2)–Zn_(2)TiO_(4)sample absorbed 5.0 wt.%of H_(2)and 2.2–3.6 wt.%H_(2)was liberated from the composite sample in 30 min,which is faster by 22–36 times than as-milled MgH_(2).The activation energy of the MgH_(2)for the dehydrogenation process was also downshifted to 105.5 k J/mol with the addition of Zn_(2)TiO_(4)indicating a decrease of 22%than as-milled MgH_(2).The superior behaviour of MgH_(2)was due to the formation of Mg Zn_(2),MgO and MgTiO_(3),which are responsible for ameliorating the re/dehydrogenation behaviour of MgH_(2).These findings provide a new understanding of the hydrogen storage behaviour of the catalysed-MgH_(2)system.

关键词： Hydrogen storage Solid-state storage MgH_(2) Additive Zn_(2)TiO_(4)

Recent Development of Sustainable Ecological Flame Retardant Textile Composite Material: A Review

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Journal of Materials Science and Chemical Engineering 2022年第6期10卷 30-44页

作者： Golam Mahmud Faysal md. Arefin Kowser Mohammad Abdul jalil Department of Textile Engineering Northern University Bangladesh Dhaka Bangladesh Department of Mechanical Engineering Dhaka University of Engineering & Technology (DUET) Gazipur Bangladesh Department of Textile Engineering Khulna University of Engineering & Technology (KUET) Khulna Bangladesh

The ecological and sustainable product is the demand of the present world. But it was not possible to produce an ecological and sustainable product for all sectors as the world requires now. The synthetic material is used to produce flame retardant materials due to the unavailable sustainable ecological flame-retardant material. But different researchers are trying to produce sustainable ecological flame-retardant material. This research found that the Spinach leaves Juice, banana pseudostem sap (SAP) and eggshell powder have flame retardant properties. Different literature shows that the ash also has flame retardant properties. So researcher suggested developing the composite material from the above materials with cotton fibres. It may be more effective as fire-retardant composite materials.

关键词： Sustainability Ecology Flame Retardant Material

Use of Gramoxone 20SL (Paraquat) Prior to Land Preparation in Controlling Aquatic Weeds in Wetland Areas of Bangladesh

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American Journal of Plant Sciences 2014年第3期5卷 358-363页

作者： md. Masud Rana md.Abdullah Al Mamun Mohammad Habibullah md. Imran Ullah Sarkar md. Abdul jalil Mridha Agronomy Division Bangladesh Rice Research Institute Gazipur Bangladesh Product Evaluation & Assessment Syngenta Bangladesh Limited Dhaka Bangladesh Soil Science Division Bangladesh Rice Research Institute Gazipur Bangladesh

Emergent aquatic weeds present in the monocropped fresh water wetland area of Bangladesh create a hazard in land preparation by developing dense stands. A field experiment was conducted at the farmers’ field of two villages namely Mahilara and Kashemabad under Gournadi Upazila of Barisal district, Bangladesh during October 2012 to evaluate the efficacy of Gramoxone 20SL (Paraquat) in controlling emergent aquatic weeds and to find out an appropriate dose of this herbicide. Three doses of Gramoxone 20SL at 1.96 l·ha-1, 2.00 l·ha-1 and 2.04 l·ha-1 were tried with an untreated control. All treatments were laid out in a randomized complete block design and replicated thrice. There were 8 different emergent weed species infesting the field among which the most dominant weed species were Eichhornia crassipes, Pistia stratiotes, Enhydra fluctuans, Monochoria vaginalis, Echinochloa crus-galli. The results revealed that, weed control efficiency was significantly affected by different herbicidal treatments. The treatments, Gramoxone 20SL at 2.00 l·ha-1 and 2.04 l·ha-1 were controlled in all the emergent aquatic weeds more than 85% infesting both the sites. Application of non-selective herbicide Gramoxone 20SL at 2.00 l·ha-1 prior to land preparation was most effective to suppress weed dry masses in both the site resulting reduced land preparation cost up to 78.93% as compared to manual weed control.

关键词： Aquatic Weeds Gramoxone 20SL SDR Weed Control Efficiency

Effect of Planting Methods on the Yield and Yield Attributes of Short Duration <i>Aman</i>Rice

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American Journal of Plant Sciences 2014年第3期5卷 251-255页

作者： md. Masud Rana md. Abdullah Al Mamun Afruz Zahan md. Nayeem Ahmed md. Abdul jalil Mridha Adaptive Research Division Bangladesh Rice Research Institute Gazipur Bangladesh Agronomy Division Bangladesh Rice Research Institute Gazipur Bangladesh Soil Science Division Bangladesh Rice Research Institute Gazipur Bangladesh

To find out the effect of planting methods on the yield and yield attributes of short duration Aman rice varieties, a field trial was conducted at the farm of Bangladesh Rice Research Institute, Gazipur, during July to November 2012. The treatments comprised of three BRRI released high yielding varieties viz., BRRI dhan39, BRRI dhan49 and BRRI dhan57 and three planting methods viz., direct seeding of dry seed, direct seeding of sprouted seed and transplanting. It was a factorial experiment conducted in a Randomized Complete Block Design with three replications. Planting methods had a significant effect on the growth duration of rice. The rice crop established with direct seeding of the dry and sprouted seed matured 7 days earlier than transplanting. The variety BRRI dhan39 gave the highest yield (4.964 t·ha-1) when grown with direct seeding of sprouted seed compared to other varieties. The highest net return (23362.00 BDT ha-1) and cost benefit ratio (1:1.49) were observed in direct seeding of the sprouted seed method. So, direct seeding of sprouted seed might be the best planting method because about 19.94% production cost is reduced due to the omission of seedling raising and transplanting operations as well as the reduction in the length of the crop cultivation period.

关键词： Direct Seeding of Dry and Sprouted Seed Growth Duration Short Duration Aman Rice

Views of South Asian Physicians on Climate Related Health Effects: A Multinational Cross-Sectional Pilot Study

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American Journal of Climate Change 2023年第1期12卷 58-79页

作者： Tehzeeb Zulfiqar Hina Jawaid Abdul jalil Khan N. Waseem Ahmed Asif Rehman Muhammad Hassam Khan Kinley Bhutti md. Ferdous Rahman Saadia Mustafa Husnulmaab Ali Tariq Aziz Health Services Academy Islamabad Pakistan University of Health Sciences Lahore Pakistan Khyber Medical University Peshawar Pakistan Department of Diabetes Gem Hospital & Research Centre Chennai Tamilnado India Peshawar Medical College Peshawar Pakistan PARO General Hospital Paro Bhutan International Centre for Diarrheal Disease Research Dhaka Bangladesh

Background: South Asian populations are vulnerable to poor health outcomes associated with climate due to the region’s complex topography, poverty, lack of education, and population density. Physicians, being highly trusted members of society, can help mitigate climate change effects in their countries. Objectives: The present study assessed perceptions of physicians from four South Asian countries (Bangladesh, Bhutan, India, and Pakistan). We hypothesized that physicians from these countries will be aware and knowledgeable about health effects of climate change. Methods: We conducted a cross-sectional online survey of physicians between March and July 2022. Data of 201 physicians was analyzed using the Kruskal-Wallis test and Dunn’s post hoc method. Results: Physicians from four South Asian countries were attuned to the health risks associated with climate change. A majority of physicians (86.6%) believed that climate change would make health conditions in their countries more severe or frequent (Bangladesh 83.3%;Bhutan 70%;India 91% and Pakistan 90.8%). The most common health effect related to climate change was illnesses related to reduced outdoor air quality (54.3%). Common barriers to discuss climate change with patients from all four countries were physicians’ lack of knowledge (strongly agree, 13.8%;agree 47.7%) in how to approach the issue with patients, lack of time (strongly agree, 12%;agree, 48%) and their perception that patients were not interested in knowing about climate change (strongly agree, 8.6%;agree, 42.6%). More than half (56.2%) of the physicians reported no training (Bangladesh, 51.7%;Bhutan, 80%;India, 44.6%;Pakistan, 63.1%) and approximately 30% reported less than 20 hours of training (Bangladesh, 28.3%;Bhutan, 15.0%;India, 39.3%;Pakistan, 27.7%) in climate-change-related health effects. Conclusion: While additional large-scale research is needed to understand the trends observed in our pilot study, our findings identify the need to introdu

关键词： Climate Change Health Physicians South Asia