• Journal of Multimedia Information System
• /
• v.9 no.1
• /
• pp.33-42
• /
• 2022

In this paper, we have recently created self-driving cars and self-parking systems in human-friendly cars that can provide high safety and high convenience functions by recognizing the internal and external situations of automobiles in real time by incorporating next-generation electronics, information communication, and function control technologies. And with the development of connected cars, the ITS (Intelligent Transportation Systems) market is expected to grow rapidly. Intelligent Transportation System (ITS) is an intelligent transportation system that incorporates technologies such as electronics, information, communication, and control into the transportation system, and aims to implement a next-generation transportation system suitable for the information society. By combining the technologies of connected cars and Internet of Things with software features and operating systems, future cars will serve as a service platform to connect the surrounding infrastructure on their own. This study creates a research methodology based on the Enhanced Security Model in Self-Driving Cars model. As for the types of attacks, Availability Attack, Man in the Middle Attack, Imperial Password Use, and Use Inclusive Access Control attack defense methodology are used. Along with the commercialization of 5G, various service models using advanced technologies such as autonomous vehicles, traffic information sharing systems using IoT, and AI-based mobility services are also appearing, and the growth of smart transportation is accelerating. Therefore, research was conducted to defend against hacking based on vulnerabilities of smart cars based on artificial intelligence blockchain.

• Journal of the Korea Society of Computer and Information
• /
• v.28 no.11
• /
• pp.89-101
• /
• 2023

In order to prevent damages caused by cyber-attacks on nations, businesses, and other entities, anomaly detection techniques for early detection of attackers have been consistently researched. Real-time reduction and false positive reduction are essential to promptly prevent external or internal intrusion attacks. In this study, we hypothesized that the type and frequency of attack events would influence the improvement of anomaly detection true positive rates and reduction of false positive rates. To validate this hypothesis, we utilized the 2015 login log dataset from the Los Alamos National Laboratory. Applying the preprocessed data to representative anomaly detection algorithms, we confirmed that using characteristics that simultaneously consider the type and frequency of attack events is highly effective in reducing false positives and execution time for anomaly detection.

• The Journal of Korea Institute of Information, Electronics, and Communication Technology
• /
• v.17 no.2
• /
• pp.113-120
• /
• 2024

The population sparseness index(PSI) is being utilized to describe the functioning of internal layers in artificial neural networks from the perspective of neurons, shedding light on the black-box nature of the network's internal operations. There is research indicating a positive correlation between the PSI and performance in each layer of convolutional neural network models for image classification. In this study, we observed the internal operations of a convolutional neural network when adversarial examples were applied. The results of the experiments revealed a similar pattern of positive correlation for adversarial examples, which were modified to maintain 5% accuracy compared to applying benign data. Thus, while there may be differences in each adversarial attack, the observed PSI for adversarial examples demonstrated consistent positive correlations with benign data across layers.

• Proceedings of the Korea Concrete Institute Conference
• /
• 2004.05a
• /
• pp.790-793
• /
• 2004

The factors influencing concrete deterioration in marine environment can be generally divided into the physical and chemical action. The physical attack due to drying and wetting would increase the internal stress of concrete. The chemical attack resulting from the diffusion of ions$(i,e,\;Cl^-,SO_4^{2-},Mg^+)$ from seawater through the pores in concrete. The objective of this study is to evaluate corrosion characteristics of steel when using the various concrete materials under marine exposure environment. After 3 years of exposure, concrete specimen incorporating $40\%$ blast-furnace slag as replacement for type I cement with low w/c ratio of 0.42 and using the inhibitor shows excellent performance.

• The Journal of the Society of Stroke on Korean Medicine
• /
• v.9 no.1
• /
• pp.54-58
• /
• 2008

Transient Ischemic Attack(TIA) is an important risk factor of stroke but often underestimated by clinicians. In this case, we administered oriental-western cooperative therapy to a 72 years old female TIA patient with severe MCA stenosis. After treatment, all symptoms were disappeared and has not reappeared until 1 year follow-up.

• The Journal of Internal Korean Medicine
• /
• v.14 no.2
• /
• pp.50-70
• /
• 1993

Clinical observation was done on 92 cases of Occlusive CVD, Cerebral hemorrhage (Subarachnoid hemorrhage) which were confirmed by Brain CT scan and observed for over 4 weeks, among the 121 cases which were more than 65 years of age. they admitted to the Dept. of Internal Medicine, Oriental Medical Hospital in Dong Guk Univ. from July 1992 to June 1993. The result were as follows; 1. In this study, Occlusive CVD was 74 cases, Cerebral hemorrhage (Subarachnoid hemorrhage was 2 cases) was 18 cases. 2. The ratio of male to female was 1.09:1. The age distribution showed the large number in the 65-69 year group(52.2%), 7th decade was 44.5% over 8th decade was 3.3% in ratio. 3. The site of Occlusive CVD was most common at MCA. the site of Cb-hemorrhage was most common at Basal ganglia. 4. The most common preceding disease was hypertension(47.8%) and the next were diabetes mellitus(14.1%), heart desease(14.1%). 5. Recurrence rate was 33.7% and 2nd attack was 20.7%, 3rd attack was 8.7%, 4th attack was 4.3% 6. Predisposing factors in Occlusive CVD were initiated usually during resting and sleeping, and that in Cb-hemorrhage were represented chiefly exercising(66.6%). 7. The smoker was 52.2%, the drinker was 32.6% in whole group. the drinker was 61.1% by the Cb-hemorrhage. 8. The ratio of the season distribution was as follow, fall 35.8%, winter 29.3%, spring 19.6%, summer 15.3%, that of the month distribution was november 15.2%. 9. Duration from on set in Occlusive CVD, 60.8% was within 5 days, that in Cb-hemorrhage, 77.8% was within 5 days. 10. Level of consciousness on attack was clear 42.2%, lethargy and mental change(dull, stupid etc.) 41.3%. The common symptoms were motor disturbance(90.2%), verbal disturbance(65.2%), headache(43.5%). 11. The physical theraphy of Occlusive CVD has been performed 75.7% in whole group and the average beginning time was 6.4 days, and that of Cb-hemorrhage has been performed 61.1% in whole group and the average beginning time was 13 days. 12. Duration of hospitalization was noted 11-20 days was 31.5%, over 21 days was 46.8%, and the average admission was 22.7 day(Occlusive CVD), 32days (Cb-hemorrhage). 13. The main complication were observed in the studies; urinary tract infection and pneumonia were noted in 6.5%, bed sore in 5.4%. 14. The ratio of systolic blood pressures in admission and discharge decreased from 58.7% to 28.3% in over 160 mmHg, that of diastolic blood pressures in admission and discharge decreased from 72.8% to 51.1% in over 90 mmHg. In 31(33.7%) of the 92 cases it showed the glucose levels of more than normal. 15. The patients have done family history of hypertension and C.V.A were 32.6% of all 16. Occlusive CVD In 83.8% and Cb-hernorrhage in 72.2% were improved 17. The herb medications were various Sunghyanggeonggisan, Sopungtang, CHunmagudeungeum were used most frequently and Gamidaebotang, Boyangwhanotang, Gagamyunjotang, Mangeumtang etc. were used as discharge.

• Journal of the Korea Society of Computer and Information
• /
• v.18 no.11
• /
• pp.39-49
• /
• 2013

In this paper, security mechanism of internal network(CAN) of vehicle is a very incomplete state and the possibility of external threats as a way to build a test environment that you can easily buy from the market by the vehicle's ECU(Electric Control Unit) to verify and obtain a CAN message. Then, by applying it to ECU of the real car to try to attack is proposed. A recent study, Anyone can see plain-text status of the CAN message in the vehicle. so that in order to verify the information is vulnerable to attack from outside, analyze the data in a vehicle has had a successful attack, but attack to reverse engineering in the stationary state and buying a car should attempt has disadvantages that spatial, financial, and time costs occurs. Found through the car's ECU CAN message is applied to a real car for Potential threats outside of the car to perform an experiment to verify and equipped with a wireless network environment, the experimental results, proposed method through in the car to make sure the attack is possible. As a result, reduce the costs incurred in previous studies and in the information absence state of the car, potential of vehicle's ECU attack looks.

• Convergence Security Journal
• /
• v.14 no.4
• /
• pp.3-8
• /
• 2014

Wireless Ad hoc Network is threatened from many types of attacks because of its open structure, dynamic topology and the absence of infrastructure. Attacks by malicious nodes inside the network destroy communication path and discard packet. The damage is quite large and detecting attacks are difficult. In this paper, we proposed attack detection technique using secure authentication infrastructure for efficient detection and prevention of internal attack nodes. Cluster structure is used in the proposed method so that each nodes act as a certificate authority and the public key is issued in cluster head through trust evaluation of nodes. Symmetric Key is shared for integrity of data between the nodes and the structure which adds authentication message to the RREQ packet is used. ns-2 simulator is used to evaluate performance of proposed method and excellent performance can be performed through the experiment.

• The Journal of Internal Korean Medicine
• /
• v.10 no.1
• /
• pp.25-38
• /
• 1989

Clinical observation was done on 1092 cases of cerebrovascular disease which were confirmed by Brain CT scan in Oriental Medical Hospital in Kyung Hee Univ. from May 1987 to May 1988. Specially, clinical prognosis of 250 patients who had been hospitalized for over 4 weeks, were obserbed. The results were obtained as follows; 1. In this study, Occlusive CVD was 77.9%, Cerebral hemorrhage was 18.8%, Subarachnoid hemonhage was 0.8%. 2. The ratio of male to female was 1.4:1. In the age distribution, 60th decade, 50th decade, 40th decade, 30th's, 20th's were in order of frequency and specially 60th decade was 35.53% over 70th decade was 17.1% in ratio. 3. The most common preceding disease of CVD was hypertension (54.21%) and diabetes mellitus (19.96%) was second. 4. Almost, the duration of hospitalization was 2-4 weeks in 34.8%, within 4 weeks in 78.02%. 5. Primary attack was 75.7%, 2nd attack was 17.9%, over 3rd attack was 3.1% in ratio of recurrence. 6. The level of consciousness was Grade I in 96.4%, Grade II in 3.2%, Grade III in 1% at attack. 7. A few complications of C.V.A. were observed in the studies: pneumonia was noted frequently in 3.2%, bed sore, urinary tract infection, gastro intestinal bleeding in order of frequency. 8. The ratio of neurologic deficiency in occlusive CVD decreased from 51.9% to 29.3% in upper limb, 52.6% to 24.4% in lower limb, and that in cerebral hemorrhage decreased from 69.5% to 25% in upper limb, 50% to 20% in lower limb. 9. The ratio of left side hemiplegia to right was 1.04:1 in male, 1:1.18 in female. 10. The herb medications for C.V.A. were various Chungg-Paesagantang, Sunghanggeonggisan were used most frequently to Chungyeold, Geopung, Soongi, Haldam and Chungsimtang, the drugs for Bogiheol were used as discharge. In these oriental medical therapy of C.V.A. objective diagnosis and more various therapeutic method must be obtained through east-west medical co-operation.

• The Journal of Internal Korean Medicine
• /
• v.21 no.2
• /
• pp.203-212
• /
• 2000

Objective : We studied only patients at the acute stage but existing studies on stroke didn't almost classify the stage. We examined 243 patients admitted to the Woo Suk university oriental medical hospital from January 1998 to December 1999 for 2 years. Methods : We analyzed patients into sex, Sasang constitution, the incidence and lesion according to the stroke types, post and family history, onset time, period to admission and physical treatment from onset, and symptom, blood pressure, cholesterol level and herb medicine at entry. Results : Our study was similar to existing studies in the distribution of sex, age and the lesion of stroke, post and family history, and symptoms at entry. But it differed in the constitution, incidence of cerebral infarction and intracranial hemorrhage, attack time, period to admission and physical treatment from onset day, and the symptoms, blood pressure, cholesterol level and herb medication. In comparison between infarction and hemorrhage patients, there was some difference in the distribution of onset time, but wasn't in the cholesterol level. Conclusions : Our study on the acute stage of stroke was similar to existing studies in the general characteristics. But it showed some differences in the herb medicine at entry. In particular, there were much differences in the blood pressure at entry and the incidence of infarction and hemorrhage. We hoped that stroke patients would be synthetically studied in western and oriental medicine.