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Unknown Attack Detection:Combining Relabeling and Hybrid Intrusion Detection

Computers, Materials & Continua 2021年第9期68卷 3289-3303页

作者： Gun-Yoon Shin Dong-wook kim Sang-Soo kim myung-Mook Han Department of Computer Engineering Gachon UniversitySungnam-si13120Korea Agency for Defense Development Songpa Seoul05661Korea Department of Software Gachon UniversitySungnam-si13120Korea

Detection of unknown attacks like a zero-day attack is a research field that has long been ***,advances in Machine Learning(ML)and Artificial Intelligence(AI)have led to the emergence of many kinds of attack-generation tools developed using these technologies to evade detection *** detection and misuse detection are the most commonly used techniques for detecting intrusion by unknown *** anomaly detection is adequate for detecting unknown attacks,its disadvantage is the possibility of high false *** detection has low false alarms;its limitation is that it can detect only known *** overcome such limitations,many researchers have proposed a hybrid intrusion detection that integrates these two detection *** method can overcome the limitations of conventional methods and works better in detecting unknown ***,this method does not accurately classify attacks like similar to normal or known ***,we proposed a hybrid intrusion detection to detect unknown attacks similar to normal and known *** anomaly detection,the model was designed to perform normal detection using Fuzzy c-means(FCM)and identify attacks hidden in normal predicted data using *** misuse detection,the model was designed to detect previously known attacks using Classification and Regression Trees(CART)and apply Isolation Forest(iForest)to classify unknown attacks hidden in known *** an experiment result,the application of relabeling improved attack detection accuracy in anomaly detection by approximately 11%and enhanced the performance of unknown attack detection in misuse detection by approximately 10%.

关键词： Unknown attack hybrid intrusion detection fuzzy c-means relabeling CART iForest

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Understanding protein translocation across chloroplast membranes:Translocons and motor proteins

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Journal of Integrative Plant Biology 2023年第2期65卷 408-416页

作者： Da Been kim Changhee Na Inhwan Hwang Dong wook Lee Department of Integrative Food Bioscience and BiotechnologyChonnam National UniversityGwangju 61186Korea Department of Life Sciences Pohang University of Science and TechnologyPohang 37673Korea Department of Bioenergy Science and Technology Chonnam National UniversityGwangju 61186Korea Kumho Life Science Laboratory Chonnam National UniversityGwangju 61186Korea

Subcellular organelles in eukaryotes are surrounded by lipid *** an endomembrane system,vesicle trafficking is the primary mechanism for the delivery of organellar proteins to specific ***,organellar proteins for chloroplasts,mitochondria,the nucleus,and peroxisomes that are translated in the cytosol are directly imported into their target *** are a plant-specific organelle with outer and inner envelope membranes,a dual-membrane structure that is similar to *** chloroplast proteins translated by cytosolic ribosomes are thus translocated through TOC and TIC complexes(translocons in the outer and inner envelope of chloroplasts,respectively),with stromal ATPase motor proteins playing a critical role in pulling pre-proteins through these import *** the last three decades,the identity and function of TOC/TIC components and stromal motor proteins have been actively investigated,which has shed light on the action mechanisms at a molecular ***,there remains some disagreement over the exact composition of TIC complexes and genuine stromal motor *** this review,we discuss recent findings on the mechanisms by which proteins are translocated through TOC/TIC complexes and discuss future prospects for this field of research.

关键词： ATPase motor protein chloroplast molecular chaperone protein translocation TOC/TIC translocon

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Simultaneous robot-assisted approach in a super-elderly patient with urothelial carcinoma and synchronous contralateral renal cell carcinoma:A case report

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World Journal of Clinical Cases 2022年第20期10卷 7153-7162页

作者： Ji Kang Yun Si Hyun kim Woong Bin kim Hee Kyung kim Sang wook Lee Department of Urology Soonchunhyang University Bucheon HospitalSoonchunhyang University College of MedicineBucheon 14584South Korea Department of Urology Soonchunhyang University Cheonan HospitalSoonchunhyang University College of MedicineCheonan 31151South Korea Department of Pathology Soonchunhyang University Bucheon HospitalSoonchunhyang University College of MedicineBucheon 14584South Korea

BACKGROUND It is rare for urothelial and renal cell carcinomas to coexist in the same patient,and even rarer for them to be detected *** of this rarity,a standard treatment has not been established and studies about overall survival are ***,physicians must modify treatments according to the individual’s situation and the stage of each *** recent years,with advances in the instruments and techniques,minimal invasive robotic surgeries have become available for advanced-stage or high-risk *** SUMMARY An 85-year-old woman with a medical history of hypertension and hyperlipidemia visited our *** had visited her local hospital complaining of intermittent,painless,gross hematuria that had started 3 mo *** computed tomography,a right renal mass and left proximal ureteral mass with hydronephrosis were found *** decided to perform robot-assisted surgery on both sides during one *** renal function and kidney loading,right partial nephrectomy was performed first,followed by left nephroureterectomy with bladder cuff *** the 6-mo follow-up,no specific symptoms were reported and dialysis was not *** were no unusual findings in the imaging study,and regular follow-up and imaging studies are *** This case report assessed the feasibility of simultaneous minimal invasive robotic surgery as an alternative to conventional open or laparoscopic surgery.

关键词： Robot surgical procedure Renal cell carcinoma Transitional cell carcinoma Minimally invasive surgical procedures Case report

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Vehicle Positioning Based on Optical Camera Communication in V2I Environments

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Computers, Materials & Continua 2022年第8期72卷 2927-2945页

作者： Pankaj Singh Huijin Jeon Sookeun Yun Byung wook kim Sung-Yoon Jung Department of Electronic Engineering Yeungnam UniversityGyeongsan38541Korea HD Map Development Team Hyundai Autoever Co.Ltd.Seoul06171Korea Department of Information and Communication Engineering Changwon National UniversityChangwon51140Korea

Demand for precise vehicle positioning(VP)increases as autonomous vehicles have recently been drawing *** paper proposes a scheme for positioning vehicles on the move based on optical camera communication(OCC)technology in the vehicle-to-infrastructure(V2I)***-emitting diode(LED)streetlights and vehicle cameras are used as transmitters and receivers *** of streetlights are detected and traced by examining images that are obtained from cameras of ***,a scheme for analyzing visible light data extracted from the images is *** proposed vehicle positioning scheme uses information on angles between vectors that are formed under the collinearity conditions between the absolute coordinates of at least three received streetlights,and the coordinates of an image *** experiments are performed under stationary state and moving state at a speed of 5 and 20 km/*** verify the reliability of the proposed scheme,a comparison is made between the actual and estimated location of the camera in the stationary *** addition,the path of a moving vehicle and the estimated path of the vehicle are compared to check the performance of the *** performance of the proposed technique is analyzed and experimental demonstration confirms that the proposed OCC-based VP scheme achieves positioning accuracy of under 1 m.

关键词： Optical camera communication vehicle-to-infrastructure LED streetlight intelligent transport system vehicle positioning collinearity

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Graphene Bridge Heterostructure Devices for Negative Differential Transconductance Circuit Applications

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Nano-Micro Letters 2023年第2期15卷 161-171页

作者： Minjong Lee Tae wook kim Chang Yong Park kimoon Lee Takashi Taniguchi Kenji Watanabe Min‑gu kim Do Kyung Hwang Young Tack Lee Department of Electrical and Computer Engineering Inha UniversityIncheon 22212Republic of Korea Department of Materials Science and Engineering The University of Texas at DallasRichardsonTX 75080USA Center for Opto‑Electronic Materials and Devices Post‑Silicon Semiconductor InstituteKorea Institute of Science and Technology(KIST)Seoul 02792Republic of Korea Department of Physics Kunsan National UniversityGunsan 54150Republic of Korea Advanced Materials Laboratory National Institute for Materials ScienceTsukuba 305‑0044Japan Department of Information and Communication Engineering Inha UniversityIncheon 22212Republic of Korea Division of Nanoscience and Technology KIST SchoolUniversity of Science and Technology(UST)Seoul 02792Republic of Korea Department of Electronic Engineering Inha UniversityIncheon 22212Republic of Korea

Two-dimensional van der Waals(2D vdW)material-based heterostructure devices have been widely studied for high-end electronic applications owing to their heterojunction *** this study,we demonstrate graphene(Gr)-bridge heterostructure devices consisting of laterally series-connected ambipolar semiconductor/Gr-bridge/n-type molybdenum disulfide as a channel material for field-effect transistors(FET).Unlike conventional FET operation,our Gr-bridge devices exhibit nonclassical transfer characteristics(humped transfer curve),thus possessing a negative differential *** phenomena are interpreted as the operating behavior in two series-connected FETs,and they result from the gate-tunable contact capacity of the Gr-bridge ***-value logic inverters and frequency tripler circuits are successfully demonstrated using ambipolar semiconductors with narrow-and wide-bandgap materials as more advanced circuit applications based on non-classical transfer ***,we believe that our innovative and straightforward device structure engineering will be a promising technique for future multi-functional circuit applications of 2D nanoelectronics.

关键词： Graphene bridge Heterostructure device Non-classical transfer characteristics Multi-value logic inverter Frequency tripler

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Internal modification in transparent hybrid germanium-silica plates using plasma formation induced by a femtosecond laser

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中国有色金属学会会刊：英文版 2012年第S3期22卷 808-812页

作者： Ji-wook YOON Jung-Kyu PARK Kwang-Ho kim myung-Chang KANG Sung-Hak CHO Nano Machining Laboratory Korea Institute of Machinery and Materials Department of Nano-Mechatronics University of Science and Technology National Core Research Center for Hybrid Materials Solution Pusan National University

The fabrication of an internal diffraction grating with photoinduced refractive index modification in planar hybrid germanium-silica plates was demonstrated using low-density plasma formation excited by a high-intensity femtosecond (150 fs) Ti:sapphire laser (λp=790 nm).The refractive index modifications with diameters ranging from 400 nm to 3 μm were photoinduced after plasma formation occurred upon irradiation with peak intensities of more than 2×1013 W/*** graded refractive index profile was fabricated to be a symmetric around from the center of the point at which low-density plasma occurred.

关键词： diffraction grating refractive index modification plasma formation hybrid germanium-silica plate femtosecond laser

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CNN Accelerator Using Proposed Diagonal Cyclic Array for Minimizing Memory Accesses

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Computers, Materials & Continua 2023年第8期76卷 1665-1687页

作者： Hyun-wook Son Ali AAl-Hamid Yong-Seok Na Dong-Yeong Lee Hyung-Won kim Department of Electronics College of Electrical and Computer EngineeringChungbuk National UniversityCheongju28644Korea Department of Electrical Engineering College of EngineeringAl-Azhar UniversityCairo11651Egypt

This paper presents the architecture of a Convolution Neural Network(CNN)accelerator based on a newprocessing element(PE)array called a diagonal cyclic array(DCA).As demonstrated,it can significantly reduce the burden of repeated memory accesses for feature data and weight parameters of the CNN models,which maximizes the data reuse rate and improve the computation ***,an integrated computation architecture has been implemented for the activation function,max-pooling,and activation function after convolution calculation,reducing the hardware *** evaluate the effectiveness of the proposed architecture,a CNN accelerator has been implemented for You Only Look Once version 2(YOLOv2)-Tiny consisting of 9 ***,the methodology to optimize the local buffer size with little sacrifice of inference speed is presented in this *** implemented the proposed CNN accelerator using a Xilinx Zynq ZCU102 Ultrascale+Field Programmable Gate Array(FPGA)and ISE Design *** FPGA implementation uses 34,336 Look Up Tables(LUTs),576 Digital Signal Processing(DSP)blocks,and an on-chip memory of only 58 KB,and it could achieve accuracies of 57.92% and 56.42% mean Average Precession@0.5 thresholds for intersection over union(mAP@0.5)using quantized 16-bit and 8-bit full integer data manipulation with only 0.68% as a loss for 8-bit version and computation time of 137.9 and 69 ms for each input image respectively using a clock speed of 200 *** speeds are expected to be doubled five times using a clock speed of 1GHz if implemented in a silicon System on Chip(SoC)using a sub-micron process.

关键词： CNN accelerator systolic array memory optimization YOLOv2-tiny mAP@0.5

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A novel IRAK4/PIM1 inhibitor ameliorates rheumatoid arthritis and lymphoid malignancy by blocking the TLR/MYD88-mediated NF-κB pathway

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Acta Pharmaceutica Sinica B 2023年第3期13卷 1093-1109页

作者： Sae-Bom Yoon Hyowon Hong Hee-Jong Lim Ji Hye Choi Yoon Pyo Choi Seong wook Seo Hyuk Woo Lee Chong Hak Chae Woo-Kyu Park Hyun Young kim Daeyoung Jeong Tran Quang De Chang-Seon myung Heeyeong Cho Therapeutics&Biotechnology Division Korea Research Institute of Chemical TechnologyYuseong-guDaejeon 34114Republic of Korea Department of Pharmacology Chungnam National University College of PharmacyYuseong-guDaejeon 34134Republic of Korea Future Medicine Co. Ltd.Rm616 LH-Business Growth CenterSeongnamGyeonggido 13449Republic of Korea Department of Chemistry College of Natural SciencesCan Tho UniversityCan Tho city 9000Viet Nam

Interleukin-1 receptor-associated kinase 4(IRAK4)is a pivotal enzyme in the Toll-like receptor(TLR)/MYD88 dependent signaling pathway,which is highly activated in rheumatoid arthritis tissues and activated B cell-like diffuse large B-cell lymphoma(ABC-DLBCL).Inflammatory responses followed by IRAK4 activation promote B-cell proliferation and aggressiveness of ***,proviral integration site for Moloney murine leukemia virus 1(PIM1)functions as an anti-apoptotic kinase in propagation of ABC-DLBCL with ibrutinib *** developed a dual IRAK4/PIM1 inhibitor KIC-0101 that potently suppresses the NF-κB pathway and proinflammatory cytokine induction in vitro and in *** rheumatoid arthritis mouse models,treatment with KIC-0101 significantly ameliorated cartilage damage and ***-0101 inhibited the nuclear translocation of NF-κB and activation of JAK/STAT pathway in *** addition,KIC-0101 exhibited an anti-tumor effect on ibrutinib-resistant cells by synergistic dual suppression of TLR/MYD88-mediated NF-κB pathway and PIM1 *** results suggest that KIC-0101 is a promising drug candidate for autoimmune diseases and ibrutinib-resistant B-cell lymphomas.

关键词： Drug discovery IRAK4 PIM1 NF-κB pathway Rheumatoid arthritis ABC-DLBCL Ibrutinib resistance Dual inhibitor

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Ultrasonographic identification of lateral femoral cutaneous nerve anatomical variation in persistent meralgia paresthetica:A case report

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World Journal of Clinical Cases 2023年第31期11卷 7699-7705页

作者： Hyeong-Woo Park Kyung-Suk Ji Jun-Hyung kim Li-Na kim Kang-wook Ha Department of Physical Medicine and Rehabilitation Sahmyook Medical CenterSeoul 02500South Korea Department of Obstetrics and Gynecology Sahmyook Medical CenterSeoul 02500South Korea

BACKGROUND Meralgia paresthetica(MP)is an entrapment mononeuropathy of the lateral femoral cutaneous nerve(LFCN).Although structural abnormalities in nerve tissues can be confirmed using ultrasonography,this is not routinely *** SUMMARY Herein,we present the case of a 52-year-old woman who developed MP after laparoscopic gynecological *** patient was referred to our clinic from an obstetrics and gynecology clinic with symptoms of numbness and a tingling sensation in the left anterolateral thigh,which developed after surgery performed 5 mo *** were performed to assess the disease status and determine the underlying *** examination revealed an anatomical variation,where the left LFCN was entrapped within the inguinal *** case suggests that performing ultrasonographic examination before and after surgery in the lithotomy position could help prevent *** This case demonstrates the value of ultrasonography in detecting anatomical variation and diagnosing persistent *** should be considered an adjunct to electromyography for optimal MP ***,this case would help other clinicians determine patient prognosis and decide on targeted treatment strategies.

关键词： Lateral femoral cutaneous nerve Anatomical variation Meralgia paresthetica Lithotomy position Ultrasonography Case report

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Microstructures and Mechanical Properties of Rapidly Solidified Mg-Al-Zn-MM Alloys

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Journal of Materials Science & Technology 2008年第1期24卷 89-92页

作者： Yeon-wook kim Department of Advanced Materials Engineering Keimyung University Daegu 704-701Korea

Mg-Al-Zn-M M （misch metal） alloy powders were manufactured by inert gas atomization and the characteristics of alloy powders were *** spite of the low fluidity and easy oxidation of the magnesium melt,the spherical powder was made successfully with the improved three piece nozzle systems of gas atomization unit. It was found that most of the solidified powders with particles size of less than 50μm in diameter were single crystal and the solidification structure of rapidly solidified powders showed a typical dendritic morphology because of supercooling prior to *** spacing of secondary denrite arms was deceasing as the size of powders was *** rapidly solidified powders were consolidated by vacuum hot extrusion and the effects of misch metal addition to AZ91 on mechanical properties of extruded bars were also *** extrusion of the rapidly solidified powders,their dendritic structure was broken into fragments and remained as grains of about 3μm in *** Mg-Al-Ce intermetallic compounds formed in the interdendritic regions of powders were finely broken,*** tensile strength and ductility obtained in as-extruded Mg-9 wt pct Al-1 wt pct Zn-3 wt pct MM alloy wereσ-（T.S.） =383 MPa andε=10.6%,*** of these improvements on mechanical properties were resulted from the refined microstructure and second-phase dispersions.

关键词： Mg alloy Gas atomization Misch metal Hot extrusion

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