Abstract: A facility for optimizing machine learning models is described. The facility obtains a description of a machine learning model and a hardware target for the machine learning model. The facility obtains optimization result data from a repository of optimization result data. The facility optimizes the machine learning model for the hardware target based on the optimization result data.

Abstract: A facility for optimizing machine learning models is described. The facility obtains a description of a machine learning model and a hardware target for the machine learning model. The facility obtains optimization result data from a repository of optimization result data. The facility optimizes the machine learning model for the hardware target based on the optimization result data.

Abstract: A facility for optimizing machine learning models is described. The facility obtains a description of a machine learning model and a hardware target for the machine learning model. The facility obtains optimization result data from a repository of optimization result data. The facility optimizes the machine learning model for the hardware target based on the optimization result data.

Abstract: A facility for optimizing machine learning models is described. The facility obtains a description of a machine learning model and a hardware target for the machine learning model. The facility obtains optimization result data from a repository of optimization result data. The facility optimizes the machine learning model for the hardware target based on the optimization result data.

Abstract: A facility for optimizing machine learning models is described. The facility obtains a description of a machine learning model and a hardware target for the machine learning model. The facility obtains optimization result data from a repository of optimization result data. The facility optimizes the machine learning model for the hardware target based on the optimization result data.

Abstract: A facility for optimizing machine learning models is described. The facility obtains a description of a machine learning model and a hardware target for the machine learning model. The facility obtains optimization result data from a repository of optimization result data. The facility optimizes the machine learning model for the hardware target based on the optimization result data.

Abstract: A facility for optimizing machine learning models is described. The facility obtains a description of a machine learning model and a hardware target for the machine learning model. The facility obtains optimization result data from a repository of optimization result data. The facility optimizes the machine learning model for the hardware target based on the optimization result data.

Abstract: A facility for optimizing machine learning models is described. The facility obtains a description of a machine learning model and a hardware target for the machine learning model. The facility obtains optimization result data from a repository of optimization result data. The facility optimizes the machine learning model for the hardware target based on the optimization result data.

Abstract: The invention relates to a method for self-tracking of a data acquisition sensor equipping a wheel including a tire on a vehicle comprising a plurality of wheels (200) and being equipped with a system comprising an electronic unit (300) for a data acquisition sensor placed in each tire equipped with a radio-frequency transmitter for the purpose of the wireless transmission of said data to a central transmission and reception module (100) placed on the axle or frame of the vehicle, with the central transmission and reception module (100) receiving and decoding the information signals issued by the transmitters of each wheel, each electronic unit (300) being equipped to measure acceleration. The method is remarkable in that it consists of determining the front and rear of a tire by measuring the acceleration.

Abstract: The invention relates to a method for self-tracking of a data acquisition sensor equipping a wheel including a tire on a vehicle comprising a plurality of wheels (200) and being equipped with a system comprising an electronic unit (300) for a data acquisition sensor placed in each tire equipped with a radio-frequency transmitter for the purpose of the wireless transmission of said data to a central transmission and reception module (100) placed on the axle or frame of the vehicle, with the central transmission and reception module (100) receiving and decoding the information signals issued by the transmitters of each wheel, each electronic unit (300) being equipped to measure acceleration. The method is remarkable in that it consists of determining the front and rear of a tire by measuring the acceleration.

Abstract: The invention relates to a method of utilizing a system for monitoring the temperature and/or the pressure of the tires of a vehicle (C) comprising one or more rolling sub-assemblies (100, 200), noteworthy in that it consists in installing on each rolling sub-assembly (100, 200), an additional storage and communication module (300?) comprising: —a data storage means in which are recorded, during a learning phase, the set of unique identifiers and the locations of each measurement and communication pick-up module (300) of said rolling sub-assembly (100, 200), —a means of communication at least with the reception and transmission modules (400) and installed on the rolling sub-assembly, —a means of storing energy for the purposes of powering the communication means, so that said storage and communication module (300?) can retain in memory the set of identifiers and associated locations of the same sub-assembly (100, 200) and can communicate it instantaneously.

Abstract: The invention relates to a method of utilizing a system for monitoring the temperature and/or the pressure of the tires of a vehicle (C) comprising one or more rolling sub-assemblies (100, 200), noteworthy in that it consists in installing on each rolling sub-assembly (100, 200), an additional storage and communication module (300?) comprising: a data storage means in which are recorded, during a learning phase, the set of unique identifiers and the locations of each measurement and communication pick-up module (300) of said rolling sub-assembly (100, 200), a means of communication at least with the reception and transmission modules (400) and installed on the rolling sub-assembly, a means of storing energy for the purposes of powering the communication means, so that said storage and communication module (300?) can retain in memory the set of identifiers and associated locations of the same sub-assembly (100, 200) and can communicate it instantaneously.

Abstract: The invention relates to a method of replacing a defective sensor (100) of a surveillance system for monitoring in particular the pressure of the wheels of a vehicle (V) of the type of that comprising: wireless sensors (100) disposed in each wheel and a receiver; a unique identifier number being assigned to each sensor (100) thus making it possible for the receiver to identify the signal. This method is noteworthy in that it consists in: removing the defective sensor (100); identifying and logging the unique identifier number of the defective sensor (100); identifying and logging the communication protocol used on the vehicle; assigning said unique identifier number to a new virgin sensor (200, 200?) with neither assigned communication protocol nor assigned identifier number and simultaneously; programming the new sensor (200, 200?) so that it utilizes said communication protocol. The invention also relates to the device D and the sensor 200 making it possible to implement same.

Abstract: An inventive method is disclosed for bootstrapping a trusted client public key at the server side in a client-server model of e-commerce or distributed computer applications. Generally, the invention integrates security technique elements and user procedural elements in such a way that no vulnerability arises due to the decoupling of elements. It is thus aimed at high security application areas. The readily available support of X.509 client security certificates in web browsers is advantageous for easy deployment at the client side. However, serious usability flaws deter the use of client certificates despite their potential for high security client authentication. The invention circumvents this contradiction at the client registration phase, and extends the benefits of simplified reliance on client public-private key pair to production use of the circumvention.

Abstract: The invention relates to a method of replacing a defective sensor (100) of a surveillance system for monitoring in particular the pressure of the wheels of a vehicle (V) of the type of that comprising: wireless sensors (100) disposed in each wheel and a receiver; a unique identifier number being assigned to each sensor (100) thus making it possible for the receiver to identify the signal. This method is noteworthy in that it consists in: removing the defective sensor (100); identifying and logging the unique identifier number of the defective sensor (100); identifying and logging the communication protocol used on the vehicle; assigning said unique identifier number to a new virgin sensor (200, 200?) with neither assigned communication protocol nor assigned identifier number and simultaneously; programming the new sensor (200, 200?) so that it utilizes said communication protocol. The invention also relates to the device D and the sensor 200 making it possible to implement same.

Abstract: In the field of public key cryptography, e.g. a public key infrastructure, the distribution of trust anchor keys to end-user systems is difficult when the time comes to change the public key, either because a compromise of the private key counterpart is suspected, or as a cryptoperiod policy enforcement. With the present invention, the central organization (from which the trust anchor key originates) is given the opportunity to distribute at once a number of trust anchor keys, in advance of their respective intended period of use, and without exposing the individual public keys to brute force attacks before their actual period of use. At a later time, the central organization distributes unlocking information that enables the use of a public key distributed according to the present invention. The preferred embodiment makes use of an hidden selection of a cryptographic function among a function family.

Abstract: An inventive method is disclosed for bootstrapping a trusted client public key at the server side in a client-server model of e-commerce or distributed computer applications. Generally, the invention integrates security technique elements and user procedural elements in such a way that no vulnerability arises due to the decoupling of elements. It is thus aimed at high security application areas. The readily available support of X.509 client security certificates in web browsers is advantageous for easy deployment at the client side. However, serious usability flaws deter the use of client certificates despite their potential for high security client authentication. The invention circumvents this contradiction at the client registration phase, and extends the benefits of simplified reliance on client public-private key pair to production use of the circumvention.

Abstract: The process of signing and then publishing a DNS zone according to the IETF DNSSEC protocols is improved by the present invention, in order to facilitate the DNSSEC deployment until most of the DNS zones are signed. The prior art situation is that a second-level domain, e.g. example.com, often faces an unwanted status of “DNSSEC island of security,” and a challenging task of “trust anchor key” out-of-band distribution. The invention somehow fixes such broken DNSSEC chains of trust, e.g. it fills the gap between a DNSSEC island of security and its signed grandparent or ancestor. The invention is deemed useful for the introduction of DNS root nameservice substitution for DNSSEC support purposes, and allows opt-in while NSEC3 opt-out is awaiting deployment in large TLDs.

Abstract: A retractable gearshift lever including a base, a free end articulated about an axle between a deployed position and a retracted position, and a device allowing the free end to be locked in its deployed position. The locking device includes a sleeve which can slide with respect to a first part of the lever—the base or the free end—and which can engage, through complementary shapes, with the end of the second part—the free end or the base—while at the same time remaining in engagement with the first part. An elastic ring, which can move axially with a certain amount of play, is fitted between the sleeve and the first part.

Abstract: A new structure for a secret key cryptography algorithm uses double exclusive-or (XOR) encryption (e.sub.i =k1.sub.i XOR m.sub.i XOR k2.sub.1), analogue to a stream cipher arrangement, but providing data integrity protection. The double XOR encryption creates an inner sequence, for example s.sub.i =k1.sub.i XOR m.sub.i for the encryption process, s.sub.i =k2.sub.i XOR e.sub.i for the decryption process, which is unknown to the adversary and is used as a starting point for feedback on the very key streams used in the encryption of following bits of the message. In its preferred embodiment, this structure is the Frogbit data integrity algorithm which uses 10 independent pseudo-random sources. The Frogbit algorithm is well suited to the design and implementation of "semi-proprietary" ciphers, where the overall design is publicly known and peer-reviewed but a significant amount of the implementation specification is left open to private customization.