Service-Based Architecture(SBA)of 5G network introduces novel communication technology and advanced features,while simultaneously presenting new security requirements and challenges.Commercial 5G Core(5GC)networks are...Service-Based Architecture(SBA)of 5G network introduces novel communication technology and advanced features,while simultaneously presenting new security requirements and challenges.Commercial 5G Core(5GC)networks are highly secure closed systems with interfaces defined through the 3rd Generation Partnership Project(3GPP)specifications to fulfill communication requirements.However,the 5GC boundary,especially the access domain,faces diverse security threats due to the availability of open-source cellular software suites and SoftwareDefined Radio(SDR)devices.Therefore,we systematically summarize security threats targeting the N2 interfaces at the 5GC boundary,which are categorized as Illegal Registration,Protocol attack,and Signaling Storm.We further construct datasets of attack and normal communication patterns based on a 5G simulated platform.In addition,we propose an anomaly detection method based on Next Generation Application Protocol(NGAP)message sequences,which extracts session temporal features at the granularity of User Equipment(UE).The method combines the Long Short-Term Memory Network(LSTM)and the attention mechanism can effectively mine the dynamic patterns and key anomaly time-steps in the temporal sequence.We conducted anomaly detection baseline algorithm comparison experiments,ablation experiments,and real-world simulation experiments.Experimental evaluations demonstrated that our model can accurately learn the dependencies of uplink and downlink messages for our self-constructed datasets,achieving 99.80%Accuracy and 99.85%F1 Score,which can effectively detect UE anomaly behavior.展开更多
Analytical method for the residues of strobilurins azoxystrobin and pyraclostrobin in blueberries was developed. Fungicide residues were determined by solid-phase microextraction (SPME) cou-pled to gas chromatography ...Analytical method for the residues of strobilurins azoxystrobin and pyraclostrobin in blueberries was developed. Fungicide residues were determined by solid-phase microextraction (SPME) cou-pled to gas chromatography with micro-electron capture detector. The effect of pH values and fiber coatings were studied. The SPME fiber coating selected was 100 μm PDMS. The method is selective with adequate precision and high accuracy and sensitivity. Recoveries ranged within the 100% - 106% range for azoxystrobin, and 96% - 106% range for pyraclostrobin;and detection and quantification limits were 2.0 and 6.0 μg/kg for azoxystrobin, and 26.0 and 86.0 μg/kg for py-raclostrobin, respectively. Statistical parameters indicated the occurrence of matrix effect;con-sequently calibration was performed on spiked samples. Degradation of azoxystrobin and pyra-clostrobin was studied in blueberry fields located in Concordia, Argentina, with fruits from Emerald and Jewel varieties. The degradation of these fungicides in both blueberry varieties studied followed a first order rate kinetics, and the half-life for azoxystrobin was 11.6 and 17.8 days for Emerald and Jewel cultivars;and for pyraclostrobin was 5.5 and 8.0 days, respectively.展开更多
Presentation of empirical equations for estimating engineering properties of soils is a simple, low cost and widely-used method. One of the major concerns in using these equations is evaluating their accuracy in diffe...Presentation of empirical equations for estimating engineering properties of soils is a simple, low cost and widely-used method. One of the major concerns in using these equations is evaluating their accuracy in different conditions and regions which often lead to doubts about obtained results. Most of these equations were derived in special laboratories, different climate conditions and in soils with different geotechnical and geological engineering properties and were generalized to other conditions. The main question is that whether these methods are also applicable to other conditions. Using local equations and narrowing the usage range of various methods based on each region’s properties are appropriate methods to solve these problems. This leads to simplified and faster analysis and high reliability in the obtained results. In this paper, empirical equations were derived to estimate internal friction angle, based on SPT numbers of Mashhad City’s soils in Iran, using SPT and direct shear tests results from 50 samples (25 GW and 25 GC soil samples). The results showed similar values for predicted?φ?values by SPT test and?φ?values determined by direct shear tests.展开更多
Objective: To investigate and characterize the chemical composition of the different crude extracts from the leaves of Broussonetia luzonica(Blanco)(Moraceae)(B. luzonica), an endemic plant in the Philippines.Methods:...Objective: To investigate and characterize the chemical composition of the different crude extracts from the leaves of Broussonetia luzonica(Blanco)(Moraceae)(B. luzonica), an endemic plant in the Philippines.Methods: The air dried leaves were powdered and subjected to selective sequential extraction using solvents of increasing polarity through percolation, namely, n-hexane,ethyl acetate and methanol to obtain three different extracts. Then, each of the extracts was further subjected to gas chromatography–mass spectrometry.Results: Qualitative determination of the different biologically active compounds from crude extracts of B. luzonica using gas chromatography–mass spectrometry revealed different types of high and low molecular weight chemical entities with varying quantities present in each of the extracts. These chemical compounds are considered biologically and pharmacologically important. Furthermore, the three different extracts possess unique physicochemical characteristics which may be attributed to the compounds naturally present in significant quantities in the leaves of B. luzonica.Conclusions: The three extracts possess major bioactive compounds that were identified and characterized spectroscopically. Thus, identification of different biologically active compounds in the extracts of B. luzonica leaves warrants further biological and pharmacological studies.展开更多
文摘Service-Based Architecture(SBA)of 5G network introduces novel communication technology and advanced features,while simultaneously presenting new security requirements and challenges.Commercial 5G Core(5GC)networks are highly secure closed systems with interfaces defined through the 3rd Generation Partnership Project(3GPP)specifications to fulfill communication requirements.However,the 5GC boundary,especially the access domain,faces diverse security threats due to the availability of open-source cellular software suites and SoftwareDefined Radio(SDR)devices.Therefore,we systematically summarize security threats targeting the N2 interfaces at the 5GC boundary,which are categorized as Illegal Registration,Protocol attack,and Signaling Storm.We further construct datasets of attack and normal communication patterns based on a 5G simulated platform.In addition,we propose an anomaly detection method based on Next Generation Application Protocol(NGAP)message sequences,which extracts session temporal features at the granularity of User Equipment(UE).The method combines the Long Short-Term Memory Network(LSTM)and the attention mechanism can effectively mine the dynamic patterns and key anomaly time-steps in the temporal sequence.We conducted anomaly detection baseline algorithm comparison experiments,ablation experiments,and real-world simulation experiments.Experimental evaluations demonstrated that our model can accurately learn the dependencies of uplink and downlink messages for our self-constructed datasets,achieving 99.80%Accuracy and 99.85%F1 Score,which can effectively detect UE anomaly behavior.
文摘Analytical method for the residues of strobilurins azoxystrobin and pyraclostrobin in blueberries was developed. Fungicide residues were determined by solid-phase microextraction (SPME) cou-pled to gas chromatography with micro-electron capture detector. The effect of pH values and fiber coatings were studied. The SPME fiber coating selected was 100 μm PDMS. The method is selective with adequate precision and high accuracy and sensitivity. Recoveries ranged within the 100% - 106% range for azoxystrobin, and 96% - 106% range for pyraclostrobin;and detection and quantification limits were 2.0 and 6.0 μg/kg for azoxystrobin, and 26.0 and 86.0 μg/kg for py-raclostrobin, respectively. Statistical parameters indicated the occurrence of matrix effect;con-sequently calibration was performed on spiked samples. Degradation of azoxystrobin and pyra-clostrobin was studied in blueberry fields located in Concordia, Argentina, with fruits from Emerald and Jewel varieties. The degradation of these fungicides in both blueberry varieties studied followed a first order rate kinetics, and the half-life for azoxystrobin was 11.6 and 17.8 days for Emerald and Jewel cultivars;and for pyraclostrobin was 5.5 and 8.0 days, respectively.
文摘Presentation of empirical equations for estimating engineering properties of soils is a simple, low cost and widely-used method. One of the major concerns in using these equations is evaluating their accuracy in different conditions and regions which often lead to doubts about obtained results. Most of these equations were derived in special laboratories, different climate conditions and in soils with different geotechnical and geological engineering properties and were generalized to other conditions. The main question is that whether these methods are also applicable to other conditions. Using local equations and narrowing the usage range of various methods based on each region’s properties are appropriate methods to solve these problems. This leads to simplified and faster analysis and high reliability in the obtained results. In this paper, empirical equations were derived to estimate internal friction angle, based on SPT numbers of Mashhad City’s soils in Iran, using SPT and direct shear tests results from 50 samples (25 GW and 25 GC soil samples). The results showed similar values for predicted?φ?values by SPT test and?φ?values determined by direct shear tests.
基金supported by Faculty of Pharmacy and Office of Grants, Endowments and Partnerships in Higher EducationUniversity of Santo Tomas, Manila, Philippines+2 种基金Nanocast Lab, Department of Chemistry, Mahidol University, Bangkok, ThailandDepartment of Science and Technology, PhilippinesCommission on Higher Education, Philippines
文摘Objective: To investigate and characterize the chemical composition of the different crude extracts from the leaves of Broussonetia luzonica(Blanco)(Moraceae)(B. luzonica), an endemic plant in the Philippines.Methods: The air dried leaves were powdered and subjected to selective sequential extraction using solvents of increasing polarity through percolation, namely, n-hexane,ethyl acetate and methanol to obtain three different extracts. Then, each of the extracts was further subjected to gas chromatography–mass spectrometry.Results: Qualitative determination of the different biologically active compounds from crude extracts of B. luzonica using gas chromatography–mass spectrometry revealed different types of high and low molecular weight chemical entities with varying quantities present in each of the extracts. These chemical compounds are considered biologically and pharmacologically important. Furthermore, the three different extracts possess unique physicochemical characteristics which may be attributed to the compounds naturally present in significant quantities in the leaves of B. luzonica.Conclusions: The three extracts possess major bioactive compounds that were identified and characterized spectroscopically. Thus, identification of different biologically active compounds in the extracts of B. luzonica leaves warrants further biological and pharmacological studies.
