A Survey for Deep Reinforcement Learning Based Network Intrusion Detection
This paper surveys deep reinforcement learning (DRL) for network intrusion detection, evaluating model efficiency, minority attack detection, and dataset imbalance. Findings show DRL achieves state‐of‐the‐art results on public datasets, sometimes surpassing traditional deep learning.
Wanrong Yang +3 more
wiley +1 more source
Uridine diphosphate drives myeloid differentiation and functional reprogramming through dynamic transcriptional network. [PDF]
Giordano C +16 more
europepmc +1 more source
Disarming the Pathogen's Metabolic Weapon: A Novel Route to Durable Disease Resistance
Two routes to sugar acquisition in pathogenic bacteria and corresponding ‘pathogen‐starvation’ strategies. TAL effectors activate plant SWEET transporters to promote sucrose efflux into the apoplast, which can be blocked by editing SWEET promoter effector‐binding elements to prevent TAL binding. The T3E AvrBs2 converts host UDP‐galactose into xanthosan,
Yixuan Mi, Yuheng Yang
wiley +1 more source
Structural insights into SetA-mediated Rab1 glucosylation and PI3P-guided localization during early <i>Legionella</i> infection. [PDF]
Im HN +11 more
europepmc +1 more source
On why cancer cells require a great amount of glucose
Abstract The traditional thinking has been that cancer cells require a great amount of glucose to support their rapid growth, but the reality may be different. We have previously demonstrated that all cancer cells in The Cancer Genome Atlas harbor persistent Fenton reactions in their cytosol, which generate OH− ${\text{OH}}^{-}$ and ultimately kill the
Xuechen Mu +6 more
wiley +1 more source
A characterization of recombinant Arabidopsis FRIABLE1 (FRB1) reveals robust rhamnogalacturonan-I rhamnosyltransferase activity and critical catalytic residues. [PDF]
Robichaux KJ +5 more
europepmc +1 more source
Abstract Spot blotch (SB), caused by Bipolaris sorokiniana, is a major yield‐limiting disease of wheat (Triticum aestivum L.) in the warm, humid agroclimatic zones of South Asia. The development of resistant cultivars through molecular approaches offers a sustainable strategy for managing this disease.
Nikita Aggarwal +6 more
wiley +1 more source
<i>De novo</i> biosynthesis of eriocitrin in <i>Saccharomyces cerevisiae</i> through deep learning-guided enzyme screening and systematic metabolic engineering. [PDF]
Lu Q +12 more
europepmc +1 more source
Gap Analysis of Metabolic Conversions of Off‐Flavors and Antinutrients in Plant‐Based Substrates
ABSTRACT To drastically reduce the carbon footprint of the food production chain, a major shift towards alternatives to conventional meat and dairy products is required. The use of plant‐based proteins is a promising route, but it also comes with challenges: Plant‐based proteins often contain antinutritional factors and off‐flavors, which can ...
Robin I. Kuijpers +16 more
wiley +1 more source
Structure-coevolution dual-guided engineering of C-glycosyltransferase enables high-level biosynthesis of vitexin in <i>Yarrowia lipolytica</i>. [PDF]
Shi CQ +7 more
europepmc +1 more source

