The Effects Of 5g Implementation On The Aspects Of Sustainability In The Air Transportation Industry,
2022
Embry-Riddle Aeronautical University
The Effects Of 5g Implementation On The Aspects Of Sustainability In The Air Transportation Industry, Leila Halawi, Douglas Ashlock, Lucy Elias, Hannah Puchkoris, Anthony Williams
Publications
The concern of 5G C-band frequency interference with global aviation operations was founded on the criticality of a single-point failure with the radio altimeter operations. The research in this report intends to highlight the severe impact of 5G C-band implementation on the air transportation industry. It focuses on one airport in the United States, Seattle-Tacoma International Airport (SEA), one of the busiest airports in the country, flying both domestically and internationally. The results show that Boeing aircraft are affected more than Airbus for 5G interference. Further, the findings show that the United States should align its 5G implementation with other …
Human-Controlled Fuzzing With Afl,
2022
Bachelor of Information Security, MEPhI; Moscow, Russia
Human-Controlled Fuzzing With Afl, Maxim Grishin, Igor Korkin, Phd
Annual ADFSL Conference on Digital Forensics, Security and Law
Fuzzing techniques are applied to reveal different types of bugs and vulnerabilities. American Fuzzy Lop (AFL) is a free most popular software fuzzer used by many other fuzzing frameworks. AFL supports autonomous mode of operation that uses the previous step output into the next step, as a result fuzzer spends a lot of time analyzing minor code sections. By making fuzzing process more focused and human controlled security expert can save time and find more bugs in less time. We designed a new module that can fuzz only the specified functions. As a result, the chosen ones will be inspected …
A Low-Cost Machine Learning Based Network Intrusion Detection System With Data Privacy Preservation,
2022
School of Science, Edith Cowan University
A Low-Cost Machine Learning Based Network Intrusion Detection System With Data Privacy Preservation, Jyoti Fakirah, Lauhim Mahfuz Zishan, Roshni Mooruth, Michael L. Johnstone, Wencheng Yang
Annual ADFSL Conference on Digital Forensics, Security and Law
Network intrusion is a well-studied area of cyber security. Current machine learning-based network intrusion detection systems (NIDSs) monitor network data and the patterns within those data but at the cost of presenting significant issues in terms of privacy violations which may threaten end-user privacy. Therefore, to mitigate risk and preserve a balance between security and privacy, it is imperative to protect user privacy with respect to intrusion data. Moreover, cost is a driver of a machine learning-based NIDS because such systems are increasingly being deployed on resource-limited edge devices. To solve these issues, in this paper we propose a NIDS …
Remotely Piloted Aircraft C2 Latency During Air-To- Air Combat,
2022
Embry-Riddle Aeronautical University
Remotely Piloted Aircraft C2 Latency During Air-To- Air Combat, David L. Thirtyacre
Publications
Remotely piloted aircraft command-and-control latency could play a significant role during beyond-line-of-sight engagements in future conflicts. As the Air Force prepares to use these systems and artificial intelligence in within-visual-range combat, it must understand the effects of latency, or missing sensor data, during a dogfight. Research indicates technology-based latency influences the engagement outcome geometry similar to a slow decision-making cycle foundational to the understanding of Boyd’s Observe, Orient, Decide, Act (OODA) Loop. This study adds depth to the theory illustrating technology-induced latency has a similar effect as slow human decision making resulting in lower performance. Therefore, when combined with the …
Detection Of Overlapping Passive Manipulation Techniques In Image Forensics,
2022
Purdue University
Detection Of Overlapping Passive Manipulation Techniques In Image Forensics, Gianna S. Lint, Umit Karabiyik
Annual ADFSL Conference on Digital Forensics, Security and Law
With a growing number of images uploaded daily to social media sites, it is essential to understand if an image can be used to trace its origin. Forensic investigations are focusing on analyzing images that are uploaded to social media sites resulting in an emphasis on building and validating tools. There has been a strong focus on understanding active manipulation or tampering techniques and building tools for analysis. However, research on manipulation is often studied in a vacuum, involving only one technique at a time. Additionally, less focus has been placed on passive manipulation, which can occur by simply uploading …
A Lightweight Reliably Quantified Deepfake Detection Approach,
2022
The University of Hong Kong, Department of Computer Science
A Lightweight Reliably Quantified Deepfake Detection Approach, Tianyi Wang, Kam Pui Chow
Annual ADFSL Conference on Digital Forensics, Security and Law
Deepfake has brought huge threats to society such that everyone can become a potential victim. Current Deepfake detection approaches have unsatisfactory performance in either accuracy or efficiency. Meanwhile, most models are only evaluated on different benchmark test datasets with different accuracies, which could not imitate the real-life Deepfake unknown population. As Deepfake cases have already been raised and brought challenges at the court, it is disappointed that no existing work has studied the model reliability and attempted to make the detection model act as the evidence at the court. We propose a lightweight Deepfake detection deep learning approach using the …
How To Construct A Safety Management System (Sms) That Promotes Safety Culture In Your Organization,
2022
ERAU
How To Construct A Safety Management System (Sms) That Promotes Safety Culture In Your Organization, Tara Samuels
International Journal of Aviation, Aeronautics, and Aerospace
Organizations spend considerable resources building robust Safety Management Systems, yet may struggle to develop a strong Safety Culture. The effect can ripple throughout the organization, particularly affecting employee safety, as well as product quality, productivity, engagement, and retention. This paper introduces the four basic components and most critical cultural preconditions of a successful SMS. It then provides recommendations aligned with each of the four basic components to guide management toward creating the kind of work environment that empowers and engages employees at all levels of the organization. Building a strong Safety Culture is simply good business, and the research conducted …
Applying Lessons From Safety-Ii Proof Of Concept In Line Operational Safety Audit To Aviation Maintenance,
2022
Embry-Riddle Aeronautical University
Applying Lessons From Safety-Ii Proof Of Concept In Line Operational Safety Audit To Aviation Maintenance, David R. Zubowski
Journal of Aviation/Aerospace Education & Research
Maintenance safety culture is a topic that continues to arise. There is much information in many different literature sources that discusses measuring, analyzing, and scrutinizing data to determine if a safety culture exists in an organization and how to improve it. Currently, aviation maintenance personnel are surveyed for their opinions on how safe their culture is. However, this may not be an adequate reflection of the safety culture or help maintenance personnel conduct their jobs. Typically, they are operating in an environment that has a central determination of what safety culture is. Other programs in other fields have attempted a …
Investigation Of Pilots' Visual Entropy And Eye Fixations For Simulated Flights Consisted Of Multiple Take-Offs And Landings,
2022
University of Oklahoma, Norman
Investigation Of Pilots' Visual Entropy And Eye Fixations For Simulated Flights Consisted Of Multiple Take-Offs And Landings, Salem M. Naeeri, Ziho Kang, Ricardo Palma Fraga
Journal of Aviation/Aerospace Education & Research
Eye movement characteristics might provide insights on pilots' mental fatigue during prolonged flight. The visual entropy, eye fixation numbers, and eye fixation durations of ten novice pilots and ten expert pilots were analyzed for a four-hour simulated flight task consisting of four consecutive flight legs. Each flight leg lasted approximately one hour and contained five flight phases: takeoff, climb, cruise, descend, and landing. The pilots maneuvered the simulated B-52 aircraft following instrument flight rules (IFR) in a moderate-fidelity Microsoft Flight Simulator environment. Our results indicate that experts’ eye movement characteristics were significantly different from those of novices. In detail, novices' …
Sms For Part 135 Commuter And On-Demand Operations - The Practitioner’S Perspective,
2022
Phoenix Air Group, Inc.
Sms For Part 135 Commuter And On-Demand Operations - The Practitioner’S Perspective, Michael Ott, Anthony P. Carufe, Chien-Tsung Lu
Journal of Aviation/Aerospace Education & Research
On May 15th, 2017, N452DA, a Learjet 35A operated by Trans-Pacific Air Charter, LLC, departed from Philadelphia to Teterboro, New Jersey (TEB) on a positioning flight under 14 Code of Federal Regulations § 91 (Part 91) in Visual Meteorological Conditions (VMC). While circling to land Runway 01 at TEB after executing the Instrument Landing System (ILS) Runway 06 approach, N452DA stalled and crashed one-half mile south of the approach end of runway 01. The flight records indicated that the crew committed numerous errors before the accident, including deviations from air traffic control (ATC) clearances, company standard operating procedures (SOP), and …
Drone Cage Design And Implementation To Enable Small Drone Architecture Testing,
2022
Embry-Riddle Aeronautical University
Drone Cage Design And Implementation To Enable Small Drone Architecture Testing, Marco Fagetti, Emily M. Suh
Undergraduate Student Works
Geometric mechanics is a dynamical formalism that allows for simultaneous treatment of rotational and translational motion without the drawbacks of attitude parameterization sets. While geometric mechanics is well suited to deal with full six degree-of-freedom motion or significant position-attitude coupling, this formalism has yet to be extensively applied to hardware systems. The broader research goals of this work aim to prove the practical viability of this theoretical framework by applying it to a class of Crazyflie drones, which are frequently used to assess Guidance, Navigation, and Control schemes. To efficiently achieve these goals, a reliable, collapsible drone cage is required …
Impact Of Covid-19 On Aviation-Wildlife Strikes Across Europe,
2022
German Aerospace Center (DLR)
Impact Of Covid-19 On Aviation-Wildlife Strikes Across Europe, Isabel C. Metz, Marta Giordano, Dionysios Ntampakis, Marianna Moira, Anneke Hamann, Rosanne Blijleven, Jürgen J. Ebert, Alessandro Montemaggiori
Human–Wildlife Interactions
Collisions between aircraft and wildlife (i.e., wildlife strikes) pose a serious threat toward the safety of aircraft, its crew, and passengers. The effects of COVID-19 related travel restrictions on wildlife strikes are unknown. With this study, we aim to address this information gap by assessing the changes of wildlife hazard management performance across European airports during the lockdown period (e.g., period of reduced operations and borders closure in spring 2020). We also sought to raise awareness of the importance of wildlife strike prevention in times of reduced operations. The objective of our study was to compare wildlife strike data before …
Classifıcation Of Survivor/Non-Survivor Passengers In Fatal Aviation Accidents: A Machine Learning Approach,
2022
Bahcesehir University
Classifıcation Of Survivor/Non-Survivor Passengers In Fatal Aviation Accidents: A Machine Learning Approach, Tüzün Tolga İnan Dr.
International Journal of Aviation, Aeronautics, and Aerospace
The safety concept primarily examines the most fatal (resulting in dead passengers) accidents of aviation history in this study. The primary causes of most fatal accidents are; human, technical, and sabotage/terrorism factors. Although the aviation industry started with the first engine flight in 1903, the safety concept has been examined since the 1950s. The safety concept firstly examined the technical factors, and in the late 1970s, human factors started to analyze. Despite these primary causes, there have different factors that affect accidents. So, the study aims to determine the affecting factors of the most fatal accidents to classify the survivor/non-survivor …
Modelling Air Quality In An Aircraft Passenger Cabin Using Health Care Standards,
2022
Vector Vantage LLC
Modelling Air Quality In An Aircraft Passenger Cabin Using Health Care Standards, Bert Silich
International Journal of Aviation, Aeronautics, and Aerospace
The interest in aerosol contamination of aircraft passenger cabins has increased since the onset of the COVID-19 pandemic. Mathematical models have been developed to help describe how an aerosol behaves in a closed space. The number of infectious particles inhaled is of scientific interest because it can be related to the risk of getting ill from a pathogen. The data required to calculate these results is often difficult to obtain in real world settings. In fact, particle inhalation details are not obtained in the day-to-day routine of a health care environment and are they not required to maintain safety. Hospital …
The Persistence Of Safety Silence: How Flight Deck Microcultures Influence The Efficacy Of Crew Resource Management,
2022
University of Washington
The Persistence Of Safety Silence: How Flight Deck Microcultures Influence The Efficacy Of Crew Resource Management, Kimberly Perkins, Sourojit Ghosh, Julie Vera, Cecilia Aragon, Adam Hyland
International Journal of Aviation, Aeronautics, and Aerospace
The majority of First Officers and Captains feel that Captains establish the tone of the flight deck microculture. However, the majority of these pilots also report that as First Officers, they have hesitated to share safety-pertinent data and/or experience being silenced after sharing safety data due to a psychologically unsafe flight deck. Utilizing direct feedback from industry pilots, we explore ways that Captains can create a more inclusive microculture that elicits safety voice. The safety system designed to enhance crew collaboration, Crew Resource Management, fails to adequately establish tools for designing a psychologically safe flight deck. We conclude that Crew …
Integrated Risk Assessment In Ramp Handling Operations: Risk Mapping For Turkish Airports,
2022
Eskisehir Technical University
Integrated Risk Assessment In Ramp Handling Operations: Risk Mapping For Turkish Airports, Ebru Yazgan, Vildan Durmaz, Ayşe Küçük Yılmaz, Konstantinos N. Malagas
International Journal of Aviation, Aeronautics, and Aerospace
Ramp handling acts a vital role in sustainable airport operations. The ramp related services provided to aircraft and their passengers at the airports are related to the landing, take-off, unloading and loading of the aircraft. Human resource is a key component in ramp handling operation and errors by employees cause significant accidents or incidents. The main purpose of the current study is to prioritize critical risk factors in ramp handling operations by using an integrated risk management approach and optimizing human performance while minimizing both failures and errors by employees. In this study, an integrated qualitative and quantitative risk assessment …
Effectiveness Of A Flight Simulation Training Visual Aid For Normal And Crosswind Approach And Landing,
2022
Embry-Riddle Aeronautical University, Daytona Beach
Effectiveness Of A Flight Simulation Training Visual Aid For Normal And Crosswind Approach And Landing, Shlok Misra, Victor Fraticelli Rivera, Nikhil Khale, Jorge L. D. Albelo Ph.D.
International Journal of Aviation, Aeronautics, and Aerospace
Flight simulators have a significant contribution to effective and efficient flight training across the globe. Significant literature has suggested the effectiveness of simulation tools in training pilots in different scenarios and is an area for continued development and research. To continue those efforts, this study assessed the effectiveness of visual aid to be used as an instructional aid for flight instruction for crosswind landings. The need for further training in crosswind landing is substantiated due to the significantly high number of accidents for General Aviation aircraft in the approach and landing phase of flights. The study utilized an experimental research …
Ga Pilot Perceptions Of Speech Systems To Transcribe And Submit Pireps,
2022
Florida Institute of Technology - Melbourne
Ga Pilot Perceptions Of Speech Systems To Transcribe And Submit Pireps, Deborah S. Carstens Ph.D., Pmp, Michael S. Harwin, J.D., M.S., Tianhua Li, Ph.D., Brandon J. Pitts, Ph.D., Mel Futrell, M.A., Barrett Caldwell, Ph.D.
International Journal of Aviation, Aeronautics, and Aerospace
Flying into hazardous weather can be a cause of aviation incidents and accidents. Accidents involving general aviation (GA) pilots who are not instrument rated who fly into instrument meteorological conditions (IMC) are often fatal. Pilot weather reports (PIREPs) can increase the accuracy and timeliness of current and forecasted weather conditions. They are an essential tool used by pilots to avoid flying into hazardous weather as well as meteorologists to develop and update aviation forecasts. Thus, a large number of accurate PIREPs with the best source of current weather coming from pilots and air traffic controllers are needed. Pilots are often …
The Amorphous Nature Of Hackers: An Exploratory Study,
2022
University of New Haven
The Amorphous Nature Of Hackers: An Exploratory Study, Kento Yasuhara, Daniel Walnycky, Ibrahim Baggili, Ahmed Alhishwan
Annual ADFSL Conference on Digital Forensics, Security and Law
In this work, we aim to better understand outsider perspectives of the hacker community through a series of situation based survey questions. By doing this, we hope to gain insight into the overall reputation of hackers from participants in a wide range of technical and non-technical backgrounds. This is important to digital forensics since convicted hackers will be tried by people, each with their own perception of who hackers are. Do cyber crimes and national security issues negatively affect people’s perceptions of hackers? Does hacktivism and information warfare positively affect people’s perception of hackers? Do individual personality factors affect one’s …
Digital Forensics For Mobility As A Service Platform: Analysis Of Uber Application On Iphone And Cloud,
2022
Purdue University
Digital Forensics For Mobility As A Service Platform: Analysis Of Uber Application On Iphone And Cloud, Nina Matulis, Umit Karabiyik
Annual ADFSL Conference on Digital Forensics, Security and Law
Uber is a ride-hailing smartphone application (app) that allows users to order a ride in a highly efficient manner. The Uber app provides Mobility as a Service and allows users to easily order a ride in a private car with just a few clicks. Uber stores large amounts of data on both the mobile device the app is being used on, and in the cloud. Examples of this data include geolocation data, date/time, origin/destination addresses, departure/arrival times, and distance. Uber geolocation data has been previously researched to investigate the privacy of the Uber app; however, there is minimal research relating …
