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An Effective Threat Detection Framework for Advanced Persistent Cyberattacks

Computers, Materials & Continua 2023年第5期75卷 4231-4253页

作者： So-eun Jeon Sun-Jin lee eun-Young lee Yeon-Ji lee Jung-Hwa Ryu Jung-Hyun Moon Sun-Min Yi Il-Gu lee Department of Future Convergence Technology Engineering Sungshin Women’s UniversitySeoul02844Korea Department of Convergence Security Engineering Sungshin Women’s UniversitySeoul02844Korea

Recently,with the normalization of non-face-to-face online environments in response to the COVID-19 pandemic,the possibility of cyberattacks through endpoints has *** endpoint devices are managed meticulously to prevent cyberattacks and ensure timely responses to potential security *** particular,because telecommuting,telemedicine,and teleeducation are implemented in uncontrolled environments,attackers typically target vulnerable endpoints to acquire administrator rights or steal authentication information,and reports of endpoint attacks have been increasing *** persistent threats(APTs)using various novel variant malicious codes are a form of a sophisticated ***,conventional commercial antivirus and anti-malware systems that use signature-based attack detectionmethods cannot satisfactorily respond to such *** this paper,we propose a method that expands the detection coverage inAPT attack *** this model,an open-source threat detector and log collector are used synergistically to improve threat detection *** the scope of attack log collection through interworking between highly accessible open-source tools can efficiently increase the detection coverage of tactics and techniques used to deal with APT attacks,as defined by MITRE Adversarial Tactics,Techniques,and Common Knowledge(ATT&CK).We implemented an attack environment using an APT attack scenario emulator called Carbanak and analyzed the detection coverage of Google Rapid Response(GRR),an open-source threat detection tool,and Graylog,an open-source log *** proposed method expanded the detection coverage against MITRE ATT&CK by approximately 11%compared with that conventional methods.

关键词： Advanced persistent threat cybersecurity endpoint security MITRE ATT&CK open-source threat detector threat log collector

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Machine Learning-Based Efficient Discovery of Software Vulnerability for Internet of Things

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Intelligent Automation & Soft Computing 2023年第8期37卷 2407-2419页

作者： So-eun Jeon Sun-Jin lee Il-Gu lee Department of Future Convergence Technology Engineering Sungshin Women’s UniversitySeoul02844Korea

With the development of the 5th generation of mobile communi-cation(5G)networks and artificial intelligence(AI)technologies,the use of the Internet of Things(IoT)has expanded throughout *** IoT networks have improved industrial productivity and convenience,they are highly dependent on nonstandard protocol stacks and open-source-based,poorly validated software,resulting in several security ***-ever,conventional AI-based software vulnerability discovery technologies cannot be applied to IoT because they require excessive memory and com-puting *** study developed a technique for optimizing training data size to detect software vulnerabilities rapidly while maintaining learning *** results using a software vulnerability classification dataset showed that different optimal data sizes did not affect the learning performance of the learning ***,the minimal data size required to train a model without performance degradation could be determined in *** example,the random forest model saved 85.18%of memory and improved latency by 97.82%while maintaining a learning accuracy similar to that achieved when using 100%of data,despite using only 1%.

关键词： Lightweight devices machine learning deep learning software vulnerability detection common weakness enumeration

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Clinical efficacy of 0.05%cyclosporine nano-emulsion in the treatment of dry eye syndrome associated with meibomian gland dysfunction

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International Journal of Ophthalmology(English edition) 2022年第12期15卷 1924-1931页

作者： Yeon Ji Jo Ji eun lee Jong Soo lee Efficacy of nano-cyclosporine to DES with MGD 1 Department of Ophthalmology Pusan National University School of Medicine&Medical Research InstitutePusan National University HospitalPusan 49241Republic of Korea Department of Ophthalmology Pusan National University School of Medicine&Medical Research CenterYangsan Pusan National University HospitalYangsan 626-770Republic of Korea

AIM:To evaluate the clinical efficacy of topical 0.05%cyclosporine nano-emulsion in the treatment of dry eye syndrome(DES)with meibomian gland dysfunction(MGD).METHODS:This prospective study included 64 patients with DES and MGD who were randomly assigned to three groups:Group 1(n=24,conventional cyclosporine),Group 2(n=21,nano-emulsion cyclosporine),and Group 3(n=19,control).Lid margin telangiectasia(LMT),meibomian gland secretion(MGS),conjunctival injection(CI),corneal staining(CS),tear break-up time(TBUT),Schirmer test I(STI),Ocular Surface Disease Index(OSDI),and lipid layer thickness(LLT)was evaluated at 4,8,and 12wk of ***:In Group 3(control),LMT,CS,and CI improved after 8wk,MGS,TBUT after 12wk of *** Group 1(conventional cyclosporine),LMT,MGS,and TBUT improved significantly after 4wk,whereas CS,CI,STI,and LLT improved significantly after 8wk,and OSDI at *** Group 2(nano-cyclosporine),LMT,MGS,CS,CI,TBUT,and OSDI significantly improved after 4wk,and STI after ***,LLT was significantly higher than other groups after ***:Cyclosporine and nano-cyclosporine shows significant improvement in DES with MGD than the control *** contrast,the nano-cyclosporine group shows more statistically improved CI and CS at 4wk,especially LLT at 4,8,and 12wk compared to the conventional cyclosporine group.

关键词： anti-inflammatory treatment cyclosporine dry eye disease meibomian gland dysfunction

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Nitrile Electrolyte Strategy for 4.9 V-Class Lithium-Metal Batteries Operating in Flame

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Energy & Environmental Materials 2023年第3期6卷 229-237页

作者： Hyunseok Moon Sung-Ju Cho Dae-eun Yu Sang-Young lee Department of Chemical and Biomolecular Engineering Yonsei UniversitySeoul 03722Korea Molecular Foundry Lawrence Berkeley National LaboratoryBerkeley CA USA Batteries R&D Center LG Energy SolutionDaejeon 34122Korea

Challenges facing high-voltage/high-capacity cathodes,in addition to the longstanding problems pertinent to lithium(Li)-metal anodes,should be addressed to develop high-energy-density Li-metal *** issue mostly stems from interfacial instability between electrodes and *** carbonate-or ether-based liquid electrolytes suffer from not only volatility and flammability but also limited electrochemical stability ***,we report a nitrile electrolyte strategy based on concentrated nitrile electrolytes(CNEs)with *** CNE consists of high-concentration lithium bis(fluorosulfonyl)imide(LiFSI)in a solvent mixture of succinonitrile(SN)/acetonitrile(AN).The SN/AN solvent mixture is designed to ensure high oxidation stability along with thermal stability,which are prerequisites for high-voltage Li-metal *** CNE exhibits interfacial stability with Li metals due to the coordinated solvation *** nitrate(LiNO_(3))and indium fluoride(InF_(3))are incorporated in the CNE as synergistic co-additives to further stabilize solid-electrolyte interphase(SEI)on Li *** resulting electrolyte(CNE+LiNO_(3)/InF_(3))enables stable cycling performance in Li||LiNi_(0.8)Co_(0.1)Mn_(0.1)and 4.9 V-class Li||LiNi_(0.5)Mn_(1.5)O_(4)***,the Li||LiNi_(0.5)Mn_(1.5)O_(4)cell maintains its electrochemical activity at high temperature(100℃)and even in flame without fire or explosion.

关键词： 4.9 V-class cathodes electrolyte-electrode interfaces lithium-metal batteries nitrile electrolytes safety

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A dynamic infiltration technique to synthesize nanolayered cathodes for high performance and robust solid oxide fuel cells

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Journal of Energy Chemistry 2022年第7期31卷 201-210,I0006页

作者： Saeed Ur Rehman Ho-Seon Song Hye-Sung Kim Muhammad Haseeb Hassan Dong-Woo Joh Rak-Hyun Song Tak-Hyoung Lim Jong-eun Hong Seok-joo Park Seung-Bok lee High Temperature Energy Conversion Laboratory Korea Institute of Energy Research152Gajeong-roYuseong-gu.Daejeon34129.Republic of Korea Department of Advanced Energy and System Engineering University of Science and Technology.217 Gajeong-ro.Yuseong-gu.Daejeon 34113.Republicof Korea

Solution infiltration is a popular technique for the surface modification of solid oxide fuel cell(SOFC)***,the synthesis of nanostructured SOFC cathodes by infiltration is a tedious process that often requires several infiltration and high temperature(≥500℃)calcination ***,fabricating large-area nanostructured cathodes via infiltration still requires serious ***,we propose a facile and scalable urea assisted ultrasonic spray infiltration technique for nanofabrication of SOFC *** is demonstrated that by using urea as a precipitating agent,the calcination after each infiltration cycle can be omitted and the next infiltration can be performed just after a drying step(≤100℃).Finally,the precipitates can be converted into a desired catalyst phase in single calcination thus,a nanostructured cathode can be fabricated in a much faster *** is also shown that the low calcination temperature of the cathode(≤900℃)can produce highly durable SOFC performance even without employing a Ce_(0.9)Gd_(0.1)O_(2)(GDC)diffusion barrier layer which provides the ease of SOFC *** coupling with an ultrasonic spray technique,the urea assisted infiltration can be scaled up for any desired cathode ***_(0.6)Sr_(0.4)Co_(0.2)Fe_(0.8)O_(3) nanolayered cathode was fabricated and it was characterized by scanning electron microscope(SEM),X-ray diffraction(XRD),and transmission electron microscopy(TEM)*** showed the formation of a nanolayer cathode just after 5 cycles of the urea assisted infiltration while the XRD and TEM confirmed the phase and stoichiometric uniformity of the 100 nm cathode *** effectiveness of the newly developed technique was further verified by the stable operation of a GDC buffer layer free SOFC having an active cathode area of 25 cm^(2) during a 1200 h durability *** research outcomes propose urea assisted ultrasonic spray infiltration as a facile,scalable,and commercially viable method

关键词： Solid oxide fuel cell(SOFC) Cathode Infiltration Nanolayer Nanofabrication GDC barrier layer free SOFC

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Malicious Traffic Compression and Classification Technique for Secure Internet of Things

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Computers, Materials & Continua 2023年第9期76卷 3465-3482页

作者： Yu-Rim lee Na-eun Park Seo-Yi Kim Il-Gu lee Department of Future Convergence Technology Engineering SungshinWomen’s UniversitySeoul02844Korea Department of Convergence Security Engineering SungshinWomen’s UniversitySeoul02844Korea

With the introduction of 5G technology,the application of Internet of Things(IoT)devices is expanding to various industrial ***,introducing a robust,lightweight,low-cost,and low-power security solution to the IoT environment is ***,this study proposes two methods using a data compression technique to detect malicious traffic efficiently and accurately for a secure IoT *** first method,compressed sensing and learning(CSL),compresses an event log in a bitmap format to quickly detect ***,the attack log is detected using a machine-learning classification *** second method,precise re-learning after CSL(Ra-CSL),comprises a two-step *** uses CSL as the 1st step analyzer,and the 2nd step analyzer is applied using the original dataset for a log that is detected as an attack in the 1st step *** the experiment,the bitmap rule was set based on the boundary value,which was 99.6%true positive on average for the attack and benign data found by analyzing the training *** results showed that the CSL was effective in reducing the training and detection time,and Ra-CSL was effective in increasing the detection *** to the experimental results,the data compression technique reduced the memory size by up to 20%and the training and detection times by 67%when compared with the conventional *** addition,the proposed technique improves the detection accuracy;the Naive Bayes model with the highest performance showed a detection rate of approximately 99%.

关键词： IoT security intrusion detection machine learning traffic classification

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Mobilization of monocytic myeloid-derived suppressor cells is regulated by PTH1R activation in bone marrow stromal cells

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Bone Research 2023年第2期11卷 354-367页

作者： eun Jung lee Kyoung Jin lee Seungpil Jung Kyong Hwa Park Serk In Park Department of Biochemistry and Molecular Biology Korea University College of MedicineSeoulRepublic of Korea The BK21 Graduate Program Department of Biomedical SciencesKorea University College of MedicineSeoulRepublic of Korea Division of Breast and Endocrine Surgery Department of SurgeryKorea University Anam HospitalSeoulRepublic of Korea Division of Oncology and Hematology Department of Internal MedicineKorea University Anam HospitalSeoulRepublic of Korea Vanderbilt Center for Bone Biology Vanderbilt University School of MedicineNashvilleTNUSA

Myeloid-derived suppressor cells(MDSCs)are bone marrow(BM)-derived immunosuppressive cells in the tumor microenvironment,but the mechanism of MDSC mobilization from the BM remains *** investigated how BM stromal cell activation by PTH1R contributes to MDSC ***1R activation by parathyroid hormone(PTH)or PTH-related peptide(PTHrP),a tumor-derived counterpart,mobilized monocytic(M-)MDSCs from murine BM without increasing immunosuppressive *** vitro cell-binding assays demonstrated thatα4β1 integrin and vascular cell adhesion molecule(VCAM)-1,expressed on M-MDSCs and osteoblasts,respectively,are key to M-MDSC binding to *** PTH1R activation,osteoblasts express VEGF-A and IL6,leading to Src family kinase phosphorylation in *** inhibitors suppressed PTHrP-induced MDSC mobilization,and Src activation in M-MDSCs upregulated two proteases,ADAM-17 and MMP7,leading to VCAM1 shedding and subsequent disruption of M-MDSC tethering to ***,our data provide the molecular mechanism of M-MDSC mobilization in the bones of tumor hosts.

关键词： MMP7 suppressor regulated

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Jacobsen syndrome with bilateral periventricular white matter lesions

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World Journal of Pediatrics 2022年第2期18卷 142-143页

作者： Hyun-joo lee Hae-ln lee Ji-Hoon Na Young-Mock lee Department of Pediatrics Yonsei University College of MedicineSeoulKorea Department of Pediatrics Gangnam Severance HospitalYonsei University College of Medicine21Eonju-roGangnam-guSeoul 06273Korea

A 2-month-old girl presented facial dimorphism,including frontal bossing,hypertelorism,a broad nasal bridge,low-set ears,hypotonia with mild spasticity,and mild *** head circumference was 40.8 cm(75-90 percentile).The... 详细信息

关键词： white ism Jacobsen

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Rumex acetosella Inhibits Platelet Function via Impaired MAPK and Phosphoinositide 3-Kinase Signaling

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Chinese Journal of Integrative Medicine 2022年第9期28卷 802-808页

作者： Bo-Ra Jeon Muhammad Irfan Seung eun lee Jeong Hoon lee Man Hee Rhee Laboratory of Physiology and Cell Signaling College of Veterinary MedicineKyungpook National UniversityDaegu41566Republic of Korea Department of Herbal Crop Research National Institute of Horticultural and Herbal Science(NIHHS)Eumseong27709Republic of Korea

Objective:To examine the antiplatelet and antithrombotic activity of Rumex acetosella ***:Standard light aggregometry was used for platelet aggregation,intracellular calcium mobilization assessed using Fura-2/AM,granule secretion(ATP release)by luminometer,and fibrinogen binding to integrin α_(Ⅱb)β_(3) detected using flow *** blotting is carried out to determine the phosphorylation of mitogen-activated protein kinase(MAPK)and phosphoinositide 3-kinase(PI3K)/Akt ***:Rumex acetosella displayed the ability to inhibit platelet aggregation,calcium mobilization,granule secretion,and fibrinogen binding to integrin α_(Ⅱb)β_(3).Rumex acetosella has also down-regulated MAPK and PI3K/Akt phosphorylation(all P<0.01).Conclusion:Rumex acetosella extract exhibits antiplatelet activity via modulating GPVI signaling,and it may protect against the development of platelet-related cardiovascular diseases.

关键词： antiplatelet ethnomedicine integrinα_(Ⅱb)β_(3) mitogen-activated protein kinase Rumex acetosella L.

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2D/2D BiOIO_(3)/g-C_(3)N_(4) S-scheme hybrid heterojunction with face-to-face interfacial contact for effective photocatalytic H_(2) production and norfloxacin degradation

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Journal of Materials Science & Technology 2023年第17期148卷 19-30页

作者： Dong-eun lee Satyanarayana Moru KasalaPrabhakar Reddy Wan-Kuen Jo Surendar Tonda School of Architecture CivilEnvironmental and Energy EngineeringKyungpook National University80 Daehak-roBuk-guDaegu 41566Republic of Korea School of Advanced Sciences Vellore Institute of Technology-Andhra Pradesh(VIT-AP University)AmaravatiAndhra Pradesh 522237India Department of Chemistry and Biochemistry University of South Carolina631 Sumter StreetColumbiaSC 29208United States

A two-dimensional(2D)/2D hybrid heterojunction with face-to-face interfacial assembly is a desirable dimensionality design with significant potential for various photocatalytic applications due to the large interfacial contact area,which facilitates charge migration and ***,we developed an ef-ficient 2D/2D hybrid heterojunction consisting of BiOIO 3 nanoplates(BIO)and g-C_(3)N_(4) nanosheets(CN)using a simple but effective in situ growth method for photocatalytic aqueous antibiotic degradation and H_(2) *** face-to-face interfacial assembly of the BIO and CN components in the BIO/CN hy-brid heterojunction was verified using electron ***,the BIO/CN hybrid heterojunc-tion outperformed both the BIO and CN counterparts in terms of norfloxacin degradation and H_(2) gen-eration under simulated solar light ***,the photocatalytic performance of the hybrid catalyst remained nearly unchanged throughout five consecutive test *** exceptional performance and stability of the hybrid catalyst are attributable to its extended optical absorption range,large interfa-cial contact area provided by the face-to-face assembly in the 2D/2D hybrid configuration,and enhanced photoexcited charge separation efficiency and redox power of the separated charges,which are supported by an efficient S-scheme charge transfer *** study illuminates the rational construction of novel 2D/2D S-scheme hybrid heterojunction photocatalysts with practical applications in environmental remediation and sustainable energy generation.

关键词： g-C_(3)N_(4) BiOIO_(3) Face-to-face interface 2D/2D heterojunction S-scheme charge transfer Solar energy conversion

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