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Title: Towards Trustworthy Multiagent and Machine Learning Systems
Creator: Xie, Shangyu
Date: 2022
Description: This dissertation aims to systematically research the "trustworthy" Multiagent and Machine Learning systems in the context of the Internet of...
Show moreThis dissertation aims to systematically research the "trustworthy" Multiagent and Machine Learning systems in the context of the Internet of Things (IoT) system, which mainly consists of two aspects: data privacy and robustness. Specifically, data privacy concerns about the protection of the data in one given system, i.e., the data identified to be sensitive or private cannot be disclosed directly to others; robustness refers to the ability of the system to defend/mitigate the potential attacks/threats, i.e., maintaining the stable and normal operation of one system.Starting from the smart grid, a representative multiagent system in the IoT, I demonstrate two works on improving data privacy and robustness in aspects of different applications, load balancing and energy trading, which integrates secure multiparty computation (SMC) protocols for normal computation to ensure data privacy. More significantly, the schemes can be readily extended to other applications in IoT, e.g., connected vehicles, mobile sensing systems.For the machine learning, I have studied two main areas, i.e., computer vision and natural language processing with the privacy and robustness correspondingly. I first present the comprehensive robustness evaluation study of the DNN-based video recognition systems with two novel proposed attacks in both test and training phase, i.e., adversarial and poisoning attacks. Besides, I also propose the adaptive defenses to fully evaluate such two attacks, which can thus further advance the robustness of system. I also propose the privacy evaluation for the language systems and show the practice to reveal and address the privacy risks in the language models. Finally, I demonstrate a private and efficient data computation framework with the cloud computing technology to provide more robust and private IoT systems.
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Title: MARKETABLE LIMIT ORDERS AND NON-MARKETABLE LIMIT ORDERS ON NASDAQ
Creator: ZHANG, DAN
Date: 2022
Description: My research includes two parts. In the first part of my research, I classify marketable limit orders into three different types: large...
Show moreMy research includes two parts. In the first part of my research, I classify marketable limit orders into three different types: large marketable order to buy, large marketable order to sell, and small marketable order. I use dummy variance method to research the effect of the three marketable orders on standardized variance, and find that LMOB and LMOS play significant role in variance increase. The second part of my research is about modelling of time to execution and time to cancellation of Non-marketable limit orders. I construct variables and model time to execution for NLO to buy and time to cancellation for NLO to buy and NLO to sell based on exponential distribution with accelerated failure time specification. My research shows that the longer the distance of limit price to buy away from the best bid price, the longer time to execution is. The longer the distance of limit price to buy away from the best bid price or limit price to sell away from the best ask price, the longer the time to cancellation is.
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Title: Pilgrim Baptist Church, Chicago, Illinois, ca. 1964
Date: 1964
Description: Pilgrim Baptist Church (3301 S. Indiana Ave, Chicago, IL) photographed by Institute of Design student F. Peter Weil. Date is estimated as 1964...
Show morePilgrim Baptist Church (3301 S. Indiana Ave, Chicago, IL) photographed by Institute of Design student F. Peter Weil. Date is estimated as 1964 from other evidence in the collection.
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Collection: F. Peter Weil photographs, 1952-1964

Title: Tidal Blossom
Date: 1980
Description: Tidal Blossom, an ink painting by Hilda Pertha. Pertha, who moved to Mendocino, California in 1979, was a friend of Mary Henry's, and likely...
Show moreTidal Blossom, an ink painting by Hilda Pertha. Pertha, who moved to Mendocino, California in 1979, was a friend of Mary Henry's, and likely gifted this painting to Henry.
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Collection: Mary Dill Henry Papers, 1913-2021

Title: Jay Doblin with unidentified Institute of Design students, Illinois Institute of Technology, Chicago, Illinois, ca. 1955-1965
Date: 1955-1965
Description: Photograph of Institute of Design Dean Jay Doblin with unidentified ID students and the interior of a partially constructed vehicle, Illinois...
Show morePhotograph of Institute of Design Dean Jay Doblin with unidentified ID students and the interior of a partially constructed vehicle, Illinois Institute of Technology. Photographer unknown. Date of photograph is unknown. Date range listed is approximate.
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Collection: Institute of Design records, 1942-2001

Title: Jay Doblin's People Chair with an unidentified aluminum chair, ca. 1960
Date: 1960
Description: Photograph of Jay Doblin's People Chair (right), along with another aluminum chair prototype (left), creator unknown. Doblin, then Dean of the...
Show morePhotograph of Jay Doblin's People Chair (right), along with another aluminum chair prototype (left), creator unknown. Doblin, then Dean of the Institute of Design, designed the People Chair as part of a campaign sponsored by the Alcoa Corporation. It is assumed that the unidentified chair was also designed for this competition. Photographer unknown. Date of photograph is unknown. Date listed is approximate.
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Collection: Institute of Design records, 1942-2001

Title: Postcard for a "Meet the Artist" event with Mary Henry, Gallery House, Palo Alto, California, 1989, recto
Date: 1989
Description: Postcard for a "Meet the Artist" event with Mary Henry and two upcoming art exhibits (May Miller and Jim Wheaton) at Gallery House in Palo...
Show morePostcard for a "Meet the Artist" event with Mary Henry and two upcoming art exhibits (May Miller and Jim Wheaton) at Gallery House in Palo Alto, California, 1989. The postcard indicates that Mary Henry was a founding member of Gallery House, which was established in 1958 as an artist's cooperative by a group of bay area artists.
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Collection: Mary Dill Henry Papers, 1913-2021

Title: Postcard for a "Meet the Artist" event with Mary Henry, Gallery House, Palo Alto, California, 1989, verso
Date: 1989
Description: Postcard for a "Meet the Artist" event with Mary Henry and two upcoming art exhibits (May Miller and Jim Wheaton) at Gallery House in Palo...
Show morePostcard for a "Meet the Artist" event with Mary Henry and two upcoming art exhibits (May Miller and Jim Wheaton) at Gallery House in Palo Alto, California, 1989. The postcard indicates that Mary Henry was a founding member of Gallery House, which was established in 1958 as an artist's cooperative by a group of bay area artists.
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Collection: Mary Dill Henry Papers, 1913-2021

Title: Postcard for a "Meet the Artist" event with Mary Henry, Gallery House, Palo Alto, California, 1989
Date: 1989
Description: Promotional postcard for a "Meet the Artist" event with Mary Henry and two upcoming art exhibits (May Miller and Jim Wheaton) at Gallery House...
Show morePromotional postcard for a "Meet the Artist" event with Mary Henry and two upcoming art exhibits (May Miller and Jim Wheaton) at Gallery House in Palo Alto, California, 1989. The postcard indicates that Mary Henry was a founding member of Gallery House, which was established in 1958 as an artist's cooperative by a group of bay area artists.
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Collection: Mary Dill Henry Papers, 1913-2021

Title: Marnie Averitt and Jay Doblin in Sparky the Electric Auto, Chicago, Illinois, ca. 1961-1963
Date: 1961-1963
Description: Photograph of Marnie Averitt and Institute of Design Dean Jay Doblin in Sparky, an electric car developed by Averitt, an ID graduate student....
Show morePhotograph of Marnie Averitt and Institute of Design Dean Jay Doblin in Sparky, an electric car developed by Averitt, an ID graduate student. In 1961, Averitt received a design award for Sparky from Alcoa, sponsor of the student design competition at ID. Photographer unknown. Date of photograph is unknown. Date listed is approximate.
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Collection: Institute of Design records, 1942-2001

Title: Takatsugu Sugiyama's Ribbon Chair, with Sugiyama and Jay Doblin in the background, Illinois Institute of Technology, Chicago, Illinois, ca. 1960
Date: 1960
Description: Photograph of Institute of Design student Takatsugu Sugiyama's Ribbon Chair, with Sugiyama and ID Dean Jay Doblin in the background. The chair...
Show morePhotograph of Institute of Design student Takatsugu Sugiyama's Ribbon Chair, with Sugiyama and ID Dean Jay Doblin in the background. The chair is most likely inside of S.R. Crown Hall, with Sugiyama and Doblin outside, on the other side of one of the building's glass panes. The chair consists of a single sheet of aluminum, rolled into a ribbon shape and bound to an aluminum base. The chair was designed in response to a call from the Alcoa company in Pittsburgh, Pennsylvania, asking for ID students to design chairs out of a single sheet of aluminum. Sugiyama's design was recognized and awarded by Alcoa. Photographer unknown. Date of photograph is unknown. Date listed is approximate. Pencil inscription on verso reads "Alcoa (Pitts.)."
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Collection: Institute of Design records, 1942-2001

Title: Takatsugu Sugiyama and Jay Doblin with Sugiyama's Ribbon Chair on the steps of S.R. Crown Hall, Illinois Institute of Technology, Chicago, Illinois, ca. 1960
Date: 1960
Description: Photograph of Institute of Design student Takatsugu Sugiyama and ID Dean Jay Doblin on the steps of S.R. Crown Hall, Illinois Institute of...
Show morePhotograph of Institute of Design student Takatsugu Sugiyama and ID Dean Jay Doblin on the steps of S.R. Crown Hall, Illinois Institute of Technology, with Sugiyama's Ribbon Chair. The chair consists of a single sheet of aluminum, rolled into a ribbon shape and bound to an aluminum base. The chair was designed in response to a call from the Alcoa company in Pittsburgh, Pennsylvania, asking for ID students to design chairs out of a single sheet of aluminum. Sugiyama's design was recognized and awarded by Alcoa. Photographer unknown. Date of photograph is unknown. Date listed is approximate.
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Collection: Institute of Design records, 1942-2001

Title: Takatsugu Sugiyama and his Ribbon Chair, Jay Doblin and an unidentified man in the background, S.R. Crown Hall, Illinois Institute of Technology, Chicago, Illinois, ca. 1960
Date: 1960
Description: Photograph of Institute of Design student Takatsugu Sugiyama and his Ribbon Chair, with ID Dean Jay Doblin and an unidentified man in the...
Show morePhotograph of Institute of Design student Takatsugu Sugiyama and his Ribbon Chair, with ID Dean Jay Doblin and an unidentified man in the background, S.R. Crown Hall, Illinois Institute of Technology. The Ribbon Chair consists of a single sheet of aluminum, rolled into a ribbon shape and bound to an aluminum base. The chair was designed in response to a call from the Alcoa company in Pittsburgh, Pennsylvania, asking for ID students to design chairs out of a single sheet of aluminum. Sugiyama's design was recognized and awarded by Alcoa. Photographer unknown. Date of photograph is unknown. Date listed is approximate.
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Collection: Institute of Design records, 1942-2001

Title: Jay Doblin with unidentified Institute of Design students, S.R. Crown Hall, Illinois Institute of Technology, Chicago, Illinois, ca. 1955-1965
Date: 1955-1965
Description: Photograph of Institute of Design Dean Jay Doblin and unidentified ID students on the lower level of S.R. Crown Hall, Illinois Institute of...
Show morePhotograph of Institute of Design Dean Jay Doblin and unidentified ID students on the lower level of S.R. Crown Hall, Illinois Institute of Technology. Photographer unknown. Date of photograph is unknown. Date range listed is approximate.
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Collection: Institute of Design records, 1942-2001

Title: Jay Doblin in Japan, ca. 1959
Date: 1959
Description: Photograph of Institute of Design Dean Jay Doblin in a Japan, likely taken ca. 1959, when Doblin was invited to Japan by the Ministry of...
Show morePhotograph of Institute of Design Dean Jay Doblin in a Japan, likely taken ca. 1959, when Doblin was invited to Japan by the Ministry of International Trade and Industry (MITI) to assess and consult on the state of Japanese design. Photographer unknown. Date of photograph is unknown. Date listed is approximate.
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Collection: Institute of Design records, 1942-2001

Title: Jay Doblin with unidentified Institute of Design students and a car chassis, Illinois Institute of Technology, Chicago, Illinois, ca. 1955-1965
Date: 1955-1965
Description: Photograph of Institute of Design Dean Jay Doblin with unidentified ID students and a car chassis, Illinois Institute of Technology....
Show morePhotograph of Institute of Design Dean Jay Doblin with unidentified ID students and a car chassis, Illinois Institute of Technology. Photographer unknown. Date of photograph is unknown. Date range listed is approximate.
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Collection: Institute of Design records, 1942-2001

Title: Jay Doblin
Description: Photograph of Jay Doblin. Doblin was Dean of the Institute of Design from 1955 until 1969. After his departure as Dean, Doblin remained on the...
Show morePhotograph of Jay Doblin. Doblin was Dean of the Institute of Design from 1955 until 1969. After his departure as Dean, Doblin remained on the faculty at ID until his death in 1989. Photographer unknown. Date of photograph is unknown.
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Collection: Institute of Design records, 1942-2001

Title: Exhibition announcement for Mary Henry's exhibit, New Constructs, at Cliff Michel Gallery, Seattle, Washington, 1989, verso
Date: 1989
Description: Exhibition annoucement postcard for Mary Henry's show New Constructs at Cliff Michel Gallery in Seattle, Washington, August 3-27, 1989. The...
Show moreExhibition annoucement postcard for Mary Henry's show New Constructs at Cliff Michel Gallery in Seattle, Washington, August 3-27, 1989. The recto of the card contains an image of Henry's painting Rabat (1989), and the verso contains information about the exhibit, it's opening reception, and Henry's inclusion in the Bumberbiennale, a retrospective art show at the 1989 Bumbershoot Festival in Seattle.
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Collection: Mary Dill Henry Papers, 1913-2021

Title: Exhibition announcement for Mary Henry's exhibit, New Constructs, at Cliff Michel Gallery, Seattle, Washington, 1989, recto
Date: 1989
Description: Exhibition annoucement postcard for Mary Henry's show New Constructs at Cliff Michel Gallery in Seattle, Washington, August 3-27, 1989. The...
Show moreExhibition annoucement postcard for Mary Henry's show New Constructs at Cliff Michel Gallery in Seattle, Washington, August 3-27, 1989. The recto of the card contains an image of Henry's painting Rabat (1989), and the verso contains information about the exhibit, it's opening reception, and Henry's inclusion in the Bumberbiennale, a retrospective art show at the 1989 Bumbershoot Festival in Seattle.
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Collection: Mary Dill Henry Papers, 1913-2021

Title: Exhibition announcement for Mary Henry's work at the Bellevue Art Museum, 2001, recto
Date: 2001
Description: Exhibition annoucement postcard for Mary Henry's North Slope Paintings show and No Limits, a 360-degree, walk-in mural designed by Mary Henry...
Show moreExhibition annoucement postcard for Mary Henry's North Slope Paintings show and No Limits, a 360-degree, walk-in mural designed by Mary Henry that was painted in the second floor gallery at the Bellevue Art Museum (now Bellevue Arts Museum), Bellevue, Washington, 2001. The recto of the postcard contains a detail of Henry's Bellevue Art Museum Mural (2001).
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Collection: Mary Dill Henry Papers, 1913-2021

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